sinopse da feec
Transcrição
sinopse da feec
SINOPSE DA FEEC Volume 2 - Issue 2 May - August 2009 FEEC-UNICAMP Academic Bulletin be viewed as an alternative to the use of techniques based on the relaxation of quadratic forms. An extension to cope with guaranteed H∞ attenuation levels is also given, with proof of asymptotic convergence to the global optimal controller under quadratic stability. The efficiency of the proposed approach in terms of precision and computational effort is demonstrated by means of numerical comparisons with other methods from the literature. Editorial This is the second issue of the second volume of “SINOPSE DA FEEC” – the Academic Bulletin of the School of Electrical and Computer Engineering (FEEC) of the University of Campinas (Unicamp). In this issue we summarize the main academic results of FEEC’s faculty work in the second four-months period of 2009. The “SINOPSE DA FEEC” is divided into sections that group abstracts of same type of work: Article in journals, Article in proceedings, Book editions, Book Chapter, Scientific Event Organization, Patents, Short course in event, Master’s dissertations, and Doctoral theses. In each section the abstracts are sorted by research area, Automation; Biomedical Engineering; Computer Engineering; Electronic, Microelectronic, Opto-electronic; Electrical energy; and Telecommunication, Telematic. Compiling the results we present the abstracts of thirty six articles in journals, eighty eight articles in event proceedings, five book chapters, and two patent registrations. We also emphasize the edition of three books, and the organization of one scientific event. Two final sections present the abstracts of forty two master dissertations and twenty doctoral theses defended in this period. Continuous-time systems, H∞ control, linearmatrix inequality (LMI) relaxations, quadratic stabilizability, Takagi– Sugeno (T–S) fuzzy systems. Keywords: Multi-objective Bayesian Artificial Immune System: Empirical Evaluation and Comparative Analyses Pablo A. D. Castro, Fernando José Von Zuben Journal of Mathematical Modelling and Algorithms - ISSN: 15701166 (Print) 1572-9214 (Onl v:8 n:2 Jun-2009 pp:151-173 doi: 10.1007/s10852-009-9108-2 Recently, we have proposed a MultiObjective Bayesian Artificial Immune System (MOBAIS) to deal effectively with building blocks (high-quality partial solutions coded in the solution vector) in combinatorial multi-objective problems. By replacing the mutation and cloning operators with a probabilistic model, more specifically a Bayesian network representing the joint distribution of promising solutions, MOBAIS takes into account the relationships among the variables of the problem, avoiding the disruption of already obtained highquality partial solutions. The preliminary results have indicated that our proposal is able to properly build the Pareto front. Motivated by this scenario, this paper better formalizes the proposal and investigates its usefulness on more challenging problems. In addition, an important enhancement regarding the Bayesian network learning was incorporated into the algorithm in order to speed up its execution. To conclude, we compare MOBAIS with state-of-the-art algorithms taking into account quantitative aspects of the Pareto front found by the algorithms. MOBAIS outperforms the contenders in terms of the quality of the obtained solutions and requires an amount of computational resource inferior or compatible with the contenders.. Abstract: José Raimundo de Oliveira FEEC Associate Director Articles in journal Automation Convergent LMI relaxations for quadratic stabilizability and H∞ control of Takagi-Sugeno fuzzy systems Vinícius Foletto Montagner, Ricardo Coração de Leão F. de Oliveira, Pedro Luis Dias Peres IEEE Transactions on Fuzzy Systems - ISSN: 1063-6706 v:17 n:4 Aug-2009 pp:863-873 doi: doi:10.1109/tfuzz.2009.2016552 Abstract: This paper investigates the quadratic stabilizability of Takagi-Sugeno (T-S) fuzzy systems by means of parallel distributed state feedback compensators. Using Finsler's lemma, a new design condition assuring the existence of such a controller is formulated as a parameter-dependent linear matrix inequality (LMI) with extra matrix variables and parameters in the unit simplex. Algebraic properties of the system parameters and recent results of positive polynomials are used to construct LMI relaxations that, differently from most relaxations in the literature, provide certificates of convergence to solve the control design problem. Due to the degrees of freedom obtained with the extra variables, the conditions presented in this paper are an improvement over earlier results based only on Polya's theorem and can Keywords: Multi-objective optimization - Artificial immune system - Bayesian network-Building blocks-Combinatorial optimization Multi-Objective Biclustering: When Non-dominated Solutions are not Enough Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando José Von Zuben Journal of Mathematical Modelling and Algorithms - ISSN: 15701166 (Print) 1572-9214 (Onl 29 v:8 n:2 Jun-2009 pp:175-202 doi: 10.1007/s10852-009-9102-8 The biclustering technique was developed to avoid some of the drawbacks presented by standard clustering techniques, such as their impossibility of finding correlating data under a subset of features, and, consequently, to allow the extraction of more accurate information from datasets. Given that biclustering requires the optimization of at least two conflicting objectives (residue and volume) and that multiple independent solutions are desirable as the outcome, a few multi-objective evolutionary algorithms for biclustering were proposed in the literature. However, these algorithms only focus their search in the generation of a global set of nondominated biclusters, which may be insufficient for most of the problems as the coverage of the dataset can be compromised. In order to overcome such problem, a multi-objective artificial immune system capable of performing a multipopulation search, named MOM-aiNet, was proposed. In this work, the MOM-aiNet algorithm will be described in detail, and an extensive set of experimental comparisons will be performed, with the obtained results of MOM-aiNet being confronted with those produced by the popular CC algorithm, by another immune-inspired approach for biclustering (BIC-aiNet), and by the multiobjective approach for biclustering proposed by Mitra & Banka. Abstract: Keywords: Biclustering, Multi-objective optimization, Multipopulation search, Artificial immune systems Stability analysis and gain-scheduled state feedback control for continuous-time systems with bounded parameter variations Vinícius Foletto Montagner, Ricardo Coração de Leão F. de Oliveira, Pedro Luis Dias Peres, Pierre-Alexandre Bliman International Journal of Control (Print) - ISSN: 1366-5820 (electronic) 0020-7179 v:82 n:6 Jun-2009 pp:1045-1059 doi: 10.1080/00207170802403750 Abstract: The problems of robust stability analysis and state feedback control based on gain-scheduling for continuous-time systems with time-varying parameters that have bounded rates of variation and lie inside a polytope are addressed in this article. With respect to previous results in the literature, two main contributions of the article are: (i) the robust stability analysis conditions are less conservative and demand less computational effort than the existing ones; (ii) the conditions can be extended to cope with the problem of control design for this class of system. Parameter-dependent linear matrix inequality (LMI) conditions are given for the existence of a parameterdependent Lyapunov function quadratic in the state and homogeneous polynomially of arbitrary degree in the parameter assuring robust stability. Two convex procedures based on LMIs exhibiting distinct complexities are proposed to solve the problem of robust stability. An extension to deal with the computation of a stabilising parameter-dependent state 30 feedback gain for this class of time-varying systems is also provided, as a sequence of LMIs of increasing precision. Examples illustrate the results, including comparisons with other techniques from the literature. Keywords: LPV systems; robust stability; gain-scheduling; LMIs; continuous-time systems Electronic, Opto-electronic, Micro-electronic Magnetically Coupled Current Sensors Using CMOS Split-Drain Transistors Fernando Cardoso Castaldo, Vilson Rodrigo Mognon, Carlos Alberto dos Reis Filho IEEE Transactions on Power Electronics - ISSN: 0885-8993 v:24 n:7 Jul-2009 pp:1733-1736 doi: 10.1109/TPEL.2009.2014133 Abstract: Integrated current sensing circuits intended for Smart-Power and embedded applications featuring galvanic isolation are implemented. They are based on magnetic detection using the CMOS compatible splitdrain transistor (MAGFET) that provides a very linear output current versus magnetic field. Two approaches are used to generate the magnetic field. The coil approach and the strip approach. In the first one the current to be sensed flows through an integrated coil placed atop the split-drain transistor and produces a relatively strong magnetic coupling enough to cause a detectable current. The second approach features an array of 126-paralleled split-drain transistors along a metal strip intended to carry higher current levels. Both techniques were realized as integrated current sensors built in 0.35mum CMOS technology. The calculated and measured sensitivities were around 1 and 0.75muA/A for the coil and strip approaches respectively. For a typical single split-drain bias current of 50ìA, the minimum detectable current within 1Hz are 2.8 and 42muA/radicHz for the coil and strip approaches respectively. The strip can carry currents up to 500mA, whereas the flowing current in the coil is limited to 20mA. Thus, the choice is based on the resolution and sensing current level of the application. Keywords: Current measurement, noise correlation, split drain Refractive index effect in the lattice geometry of photonic crystals generated by multi-exposure interference patterns E.J. Carvalho, Edmundo da Silva Braga, Lucila Helena Deliesposte Cescato Journal of Optics. A, Pure and Applied Optics - ISSN: 2040-8978 (Print) 2040-8986 (On v:11 n:7 Jul-2009 pp:75103-75108 doi: 10.1088/14644258/11/7/075103 Abstract: Different types of 2D and 3D photonic crystal lattices may be recorded using the multiexposure of dual beam interference patterns by varying the number of exposures and the rotation angles of the sample between the exposures. The lattice geometry of the photonic crystal is a crucial parameter for the appearance of photonic band gaps. In this paper we show both theoretically and experimentally that for certain types of structure the Sinopse da FEEC lattice geometry of the superimposed interference pattern, inside the photosensitive material, changes drastically due to light refraction. Keywords: Holography, structured photonic materials, photonic crystals Rise Time and Gain Fluctuations of an Electro Optical Amplified Switch Based on Multi Pulse Injection in Semiconductor Optical Amplifiers Napoleão dos Santos Ribeiro, Adriano Luís Toazza, Cristiano de Mello Gallep, Evandro Conforti IEEE Photonics Technology Letters - ISSN: 1041-1135 v:21 n:12 Jun-2009 pp:769-771 doi: 10.1109/LPT.2009.2017731 Keywords: Devices, MOSFET, Polysilicon. Biomedical Engineering Sistema para Geração, Aquisição e Processamento de Sinais de Ultra-Som Amauri Assef, Joaquim Miguel Maia, Pedro M. Gewehr, Humberto Remigio Gamba, Eduardo Tavares Costa, Vera Lucia da Silveira Nantes Button Revista SBA - Controle & Automação - ISSN: 0103-1759 v:20 n:2 Jun-2009 pp:145-155 Resumo: Este trabalho apresenta um sistema de geração, aquisição e processamento de sinais de ultrasom para caracterização de materiais. O sistema permite operação nos modos pulso-eco e transmissãorecepção, com taxa de amostragem configurável entre 5 MHz e 80 MHz, sincronismo interno, taxa de repetição dos pulsos de excitação dos transdutores entre 111 Hz e 333 Hz, largura do pulso de aproximadamente 100 ns e amplitude de 200 V. Os circuitos de recepção operam na faixa entre 20 kHz e 30 MHz, com controle de ganho entre -40 dB e +40 dB. Para avaliar o desempenho do sistema, foram realizadas medidas de velocidade de progação e atenuação em banda larga de ondas ultra-sônicas em acrílico e água. Os resultados obtidos apresentaram erros inferiores a 1 %, evidenciando que o sistema apresenta boa repetibilidade e pode ser utilizado em testes não invasivos e não destrutivos para caracterização de diferentes materiais. Abstract: Subnanosecond electrooptical switching times with 26-dB extinction ratio were obtained by using semiconductor optical amplifiers driven by a multipulse injection current. The multipulse switching current was generated by superimposing fast electronic pulse signals in a microwave resistive combiner. Although very fast switching is achievable, nonlinear behavior and circuits parasitic induce gain fluctuations and overshooting during the off–on process. Theoretical and experimental results show that the reduction of parasitics is an important parameter for improving the switching performance. The multipulse injection technique can improve the switching speed for a chosen degree of overshoot. Keywords: Electrooptical switches, optical switches, semiconductor optical amplifiers (SOAs) Palavras-chave: Ultra-som, velocidade de propagação do som, atenuação em banda larga, caracterização de materiais The influence of Poly-Si/SiGe gate in threshold, sub-threshold parameters and low frequency noise in p-MOSFETs Hugo Ricardo Jimenez Grados, Leandro Tiago Manêra, M. F. Rautemberg, José Alexandre Diniz, Ioshiaki Doi, Peter Jurgen Tatsch, Hugo Enrique Hernandez Figueroa, Jacobus Willibrordus Swart ECS Transactions - ISSN: 1938-5862 (print) 1938-6737 (o Natal,RN - Brasil v:23 n:1 Aug-2009 pp:371-380 doi: 10.1149/1.3183741 DC performance and Low Frequency Noise in p-MOS transistor with poly-Si/SiGe Gate fabricated with the CMOS process entirely developed in the Center for Semiconductor Components at UNICAMP is presented. After deposition, films of poly-Si and poly SiGe were implanted by phosphorus ions. The transistor has a channel region with silicon oxide thickness of 30 nm and a poly-Si/SiGe gate region with self-aligned thick S/D region. The parameters on threshold, sub-threshold and low frequency noise (1/f) of poly-Si/SiGe p-MOS transistor are reported. The turn-on in the I-V characteristics increases and at a drain-to-source bias VDS of -0.1V p-MOSFETs with Lpoly=1.57µm gate length had peak transconductance (Gm) increased as well, compared with conventional p-MOS with poly-Si gate. The DC and 1/f characteristics of the p-MOS transistors are studied using several devices sizes. Devices show low 1/f and high values for Gm parameters and make them promising devices for RF and microwave circuit applications. Abstract: The role of extracellular potassium dynamics in the different stages of ictal bursting and spreading depression: A computational study Gerson Florence, Markus A. Dahlem, Antônio Carlos G. Almeida, José Wilson Magalhães Bassani, Juergen Kurths Journal of Theoretical Biology - ISSN: 0022-5193 v:258 n:2 May-2009 pp:219-228 doi: 10.1016/j.jtbi.2009.01.032 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Experimental evidences point out the participation of nonsynaptic mechanisms (e.g., fluctuations in extracellular ions) in epileptiform bursting and spreading depression (SD). During these abnormal oscillatory patterns, it is observed an increase of extracellular potassium concentration [K+]o and a decrease of extracellular calcium concentration [Ca2+]o which raises the neuronal excitability. However, whether the high [K+]o triggers and propagates these abnormal neuronal activities or plays a secondary role into this process is unclear. To better understand the influence of extracellular potassium dynamics in these oscillatory patterns, the experimental conditions of high [K+]o and zero [Ca2+]o were replicated in an extended Golomb model where we added important regulatory mechanisms of ion concentration as Na+ - K+ pump, ion diffusion and glial buffering. Within these conditions, simulations of the cell model exhibit seizure-like discharges (ictal bursting). The SD was elicited by the interruption of Abstract: 31 the Na+- K+ pump activity, mimicking the effect of cellular hypoxia (an experimental protocol to elicit SD, the hypoxia-induced SD). We used the bifurcation theory and the fast-slow method to analyze the interference of K+ dynamics in the cellular excitability. This analysis indicates that the system loses its stability at a high [K+]o, transiting to an elevated state of neuronal excitability. Effects of high [K+]o are observed in different stages of ictal bursting and SD. In the initial stage, the increase of [K+]o creates favorable conditions to trigger both oscillatory patterns. During the neuronal activity, a continuous growth of [K+]o by outward K+ flow depresses K+ currents in a positive feedback way. At the last stage, due to the depression of K+ currents, the Na+- K+ pump is the main mechanism in the end of neuronal activity. Thus, this work suggests that [K+]o dynamics may play a fundamental role in these abnormal oscillatory patterns. Keywords: Extracellular potassium concentration ; Excitability ; Bifurcation ; Ictal bursting ; Spreading depression Computer Engineering Artificial Immune Systems: structure, function, diversity and an application to biclustering Leandro Nunes de Castro Silva, Jon Timmis, Helder Knidel, Fernando José Von Zuben Natural Computing - ISSN: 1567-7818 (Print) 1572-9796 (Onl v:1 n:0 Jul-2009 pp:1-3 doi: 10.1007/s11047-009-9145-9 Abstract: The area of Artificial Immune Systems (AIS) is one of the most recent natural computing approaches and arose from the inter-disciplinary workings of immunologists, computer scientists, and engineers to develop solutions to such problems as distributed control and computer security. The field has developed significantly over the recent years, with the development of solutions to a wide variety of problems ranging from optimization, fault tolerance, data mining, bioinformatics, and robotic systems. This paper describes and motivates the content of the Special Issue of this volume of Natural Computing Journal, which brings together extended papers from the 6th International Conference on Artificial Immune Systems, hosted in Santos, Brazil in August 2007. Keywords: Artificial immune systems; structure and function; biclustering. Cellular automata with fuzzy parameters in microscopic study of positive HIV individuals R. Motta Jafelice, B.F.Z. Bechara, L.C. Barros, R.C. Bassanezi, Fernando Antonio Campos Gomidee Mathematical and Computer Modelling - ISSN: 0895-7177 v:50 n:1 Jul-2009 pp:32-44 doi: 10.1016/j.mcm.2009.01.008 Abstract: The aim of this paper is to introduce a model to simulate the evolution of HIV in the bloodstream of positive individuals subject to medical treatment and monitoring of the medication potency and treatment adhesion. For this purpose, a cellular automata approach coupled with fuzzy set theory is developed 32 to study the HIV evolution. The study is conducted using two cellular automata models in two corresponding steps. The first step concerns HIV dynamics in individuals with no antiretroviral therapy. In this case, the trajectory developed by the cellular automaton model depicts all phases shown in the known history of HIV dynamics. The main purpose of the first step is to serve as a model validation step. The second step extends the model developed in the first step to consider HIV dynamics in individuals under antiretroviral therapy. The effects of antiretroviral therapy in the cellular automaton model are modeled using a fuzzy rule-based system with two inputs, the medication potency and treatment adhesion rate of the individuals to the therapy. The fuzzy rule-based system is used to compute the number of HIV infected CD4+ cells and the viral replication. The results developed by the cellular automaton model with antiretroviral therapy are close to the ones reported in the literature and agree with the behavior expected by experts [J. Guedj, R. Thiébaut, D. Commenges, Practical identifiability of HIV dynamics models, Bulletin of Mathematical Biology 69 (8) (2007) 2493– 2513], [R.A. Filter, X. Xia, C.M. Gray, Dynamic HIV/AIDS parameter estimation with application to a vaccine readiness study in southern Africa, IEEE Transactions on Biomedical Engineering 52 (5) (2005) 784–791] and [D.A. Ouattara, M.J. Mhawej, C.H. Moog, Clinical tests of therapeutical failures based on mathematical modeling of the HIV infection, Systems Biology (2008) 230–241 (special issue)] Keywords: Cellular automata; Fuzzy sets; HIV dynamics; Antiretroviral therapy Prediction of binding hot spot residues by using structural and evolutionary parameters Roberto Hiroshi Higa, Clésio Luis Tozzi Genetics and Molecular Biology - ISSN: 1415-4757 v:32 n:3 Jul-2009 pp:626-633 doi: 10.1590/S141547572009000300029 Abstract: In this work, we present a method for predicting hot spot residues by using a set of structural and evolutionary parameters. Unlike previous studies, we use a set of parameters which do not depend on the structure of the protein in complex, so that the predictor can also be used when the interface region is unknown. Despite the fact that no information concerning proteins in complex is used for prediction, the application of the method to a compiled dataset described in the literature achieved a performance of 60.4%, as measured by F-Measure, corresponding to a recall of 78.1% and a precision of 49.5%. This result is higher than those reported by previous studies using the same data set. Keywords: hot spots prediction, protein structure, hot spots. RECONSTRUÇÃO TRIDIMENSIONAL POR VISÃO ESTÉREO E DETECÇÃO DE OCLUSÕES Fernando Marques de Almeida Nogueira, Clésio Luis Tozzi Sinopse da FEEC RBC - Revista Brasileira de Cartografia - ISSN: 0560-4613 v:61 n:2 Ago-2009 pp:91-103 Resumo: Este trabalho apresenta uma nova abordagem iterativa e hierárquica para a obtenção de mapas densos de disparidade (paralaxe), a partir de um par de imagens estereoscópicas normalizadas, na qual oclusões são explicitamente identificadas. Esta abordagem se fundamenta num processo de busca hierárquica onde são determinados pares homólogos prioritários sobre os quais é aplicada a Injunção de Ordem. Pares homólogos prioritários consistem nos pontos que apresentam a propriedade de Correspondência Bidirecional para o maior número de janelas de busca organizadas em ordem crescente de tamanho. A aplicação da Injunção de Ordem aos pares homólogos prioritários elimina, já nas primeiras iterações, uma grande quantidade de correspondências ambíguas aumentando o índice de acertos e reduzindo o tempo de execução. A abordagem proposta destacase pela utilização de apenas dois parâmetros que devem ser fornecidos a priori de maneira empírica: tamanho inicial da janela e número de níveis hierárquicos. A eficiência do algoritmo proposto foi avaliada a partir de imagens reais e simuladas e os resultados comparados com outras abordagens descritas na literatura. Correspondência Disparidade, Paralaxe. Palavras-chave: Estéreo, Oclusão, transposed three-phase transmission line decomposed in its exact modes by using two transformation matrices. The first matrix is Clarke’s matrix that is real, frequency independent, easily represented in computational transient programs (EMTP) and separates the line into quasi-modes a, b and zero. After that, Quasi-modes a and zero are decomposed into their exact modes by using a modal transformation matrix whose elements can be synthesized in time domain through standard curve-fitting techniques. The main advantage of this alternative representation is to reduce the processing time because a frequency dependent modal transformation matrix of a threephase line has nine elements to be represented in time domain while a modal transformation matrix of a twophase line has only four elements. This paper shows modal decomposition process and eigenvectors of a nontransposed three-phase line with a vertical symmetry plane whose nominal voltage is 440 kV and line length is 500 km. Keywords: electromagnetic transients analysis, frequency domain analysis, time domain analysism transmission line matrix methods. An Investigation on the Selection of Filter Topologies for Passive Filter Applications Alexandre Nassif, Wiliun Xu, Walmir de Freitas Filho IEEE Transactions on Power Delivery - ISSN: 0885-8977 v:24 n:3 Jul-2009 pp:1710-1718 doi: 10.1109/TPWRD.2009.2016824 Robustness of multimodal biometric fusion methods against spoof attacks Passive filters have been a very effective solution for power system harmonic mitigation. These filters have several topologies that give different frequency response characteristics. The current industry practice is to combine filters of different topologies to achieve a certain harmonic filtering goal. However, there is a lack of information on how to select different filter topologies. This decision is based on the experience of present filter designers. The goal of this paper is to investigate the filter topology selection issue. It presents our research results on the effectiveness and costs of various filter topologies for harmonic mitigation. The research results show that the association of three single-tuned filters is a very appropriate solution for most typical harmonic problems. Abstract: Ricardo Nagel Rodrigues, Lee Luan Ling, Venu Govindaraju Journal of Visual Languages and Computing - ISSN: 1045-926X v:20 n:3 Jun-2009 pp:169-179 doi: 10.1016/j.jvlc.2009.01.010 In this paper, we address the security of multimodal biometric systems when one of the modes is successfully spoofed. We propose two novel fusion schemes that can increase the security of multimodal biometric systems. The first is an extension of the likelihood ratio based fusion scheme and the other uses fuzzy logic. Besides the matching score and sample quality score, our proposed fusion schemes also take into account the intrinsic security of each biometric system being fused. Experimental results have shown that the proposed methods are more robust against spoof attacks when compared with traditional fusion methods. Abstract: Keywords: Multimodal biometrics; Secure biometrics; Face recognition; Fingerprint Electrical Energy Alternative proposal for Modal Representation of a Non-transposed Three-Phase Transmission Line with a Vertical Symmetry Plane Sergio Kurokawa, Rodrigo Serra Daltin, Afonso José do Prado, José Pissolato Filho, Luiz Fernando Bovolato Revista IEEE América Latina - ISSN: 1548-0992 v:7 n:2 Jun-2009 Keywords: Passive filters, power system harmonics. Analysis of the E-J Curve of HTS Tapes Under DC and AC Magnetic Fields at 77 K Carlos Yujiro Shigue, de la Cruz, F. P, Jérika Suely Lamas, Carlos Alberto Baldan, Ernesto Ruppert Filho IEEE Transactions on Applied Superconductivity - ISSN: 10518223 v:19 n:3 Jul-2009 pp:3332 - 3335 doi: 10.1109/TASC.2009.2018309 Abstract: The objective of this paper is to show an alternative representation in time domain of a non- Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: The evaluation of the electrical characteristics of technical HTS tapes are of the key importance in determining the design and operational features of superconducting power apparatuses as well as to understand the external factors which affect the 33 superconducting performance. In this work we report the systematic measurements of the electric field versus current density, E - J relation of short samples for three commercial HTS tapes (BSCCO-2223 tapes, with and without steel reinforcement, and YBCOcoated conductor) at 77 K. In order to get sensitive and noiseless voltage signals the measurements were carried out with DC transport current and subjecting the broad surface tape to DC (0-300 mT) and AC (062 mT, 60 Hz) magnetic fields. The voltage is measured by a sensitive nanovoltmeter and the applied magnetic field is monitored by a Hall sensor placed on the tape broad surface. The comparison between the E - J results obtained from the three tapes was done by fitting a power-law equation for currents in the vicinity of the critical current. For the current regime below the critical one a linear correlation of the electric field E against the current density is observed. The BSCCO samples presented the same behavior, i.e., a decreasing of n-index with the increasing DC and AC magnetic field strength. Under AC field the decreasing slope of n-index is steeper as compared to DC field. The n-index curve for the YBCO tape showed similar behavior for AC field, however under DC field in the 0-390 mT range exhibited a slight decreasing of the n-index. Keywords: AC losses, HTS tapes, critical current, power- law relation Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays Marcelo Gradella Villalva, Jonas Rafael Gazoli, Ernesto Ruppert Filho IEEE Transactions on Power Electronics - ISSN: 0885-8993 v:24 n:5 May-2009 pp:1198-1208 doi: 10.1109/TPEL.2009.2013862 Abstract: This paper proposes a method of modeling and simulation of photovoltaic arrays. The main objective is to find the parameters of the nonlinear I–V equation by adjusting the curve at three points: open circuit, maximum power, and short circuit. Given these three points, which are provided by all commercial array datasheets, the method finds the best I–V equation for the single-diode photovoltaic (PV) model including the effect of the series and parallel resistances, and warranties that the maximum power of the model matches with the maximum power of the real array. With the parameters of the adjusted I–V equation, one can build a PV circuit model with any circuit simulator by using basic math blocks. The modelingmethod and the proposed circuit model are useful for power electronics designers who need a simple, fast, accurate, and easy-to-use modelingmethod for using in simulations of PV systems. In the first pages, the reader will find a tutorial on PV devices and will understand the parameters that compose the single-diode PV model. The modeling method is then introduced and presented 34 in details. The model is validated with experimental data of commercial PV arrays. Keywords: Array, circuit, equivalent, model, modeling, photovoltaic (PV), simulation. Evaluation of Electrical Properties of Lap Joints for BSCCO and YBCO Tapes Carlos Yujiro Shigue, de la Cruz, F. P, Jérika Suely Lamas, Carlos Alberto Baldan, Ernesto Ruppert Filho IEEE Transactions on Applied Superconductivity - ISSN: 10518223 v:19 n:3 Jul-2009 pp:2831 - 2834 doi: 10.1109/TASC.2009.2017701 Abstract: The joint process between tapes of coated conductors is a critical issue for the most of the applications of high temperature superconductors (HTS). Using different fabrication techniques joints of YBCO coated superconductors were prepared and characterized through electrical measurements. For soldering material low melting point eutectic alloys, such as In-Sn (m.p. 116degC) and Sn-Pb (m.p. 189degC) were selected to prepare lap joints with effective length between 1 to 20 cm. The splice resistance and the critical current of the joints were evaluated by I-V curve measurements with the maximum current strength above the critical current, in order to evaluate the degree of degradation for each joint method. Pressed lap joints prepared with tapes without external reinforcement presented low resistance lap joint nevertheless some critical current degradation occurs when strong pressing is applied. When mechanical pressure is applied during the soldering process we can reduce the thickness of the solder alloy and a residual resistance arises from contributions of high resistivity matrix and external reinforcement. The lap joints for reinforced tape were prepared using two methods: the first, using ldquoassuppliedrdquo tape and the other after reinforcementremoval; in the latter case, the tapes were resoldered using Sn-Pb alloy. The results using several joint geometries, distinct surface preparation processes and different soldering materials are presented and analysed. The solder alloy with lower melting point and the longer joint length presented the smallest joint resistance. Keywords: Critical current, HTS tapes, joint length, low resistance lap joint Fault Current Limiter Using YBCO Coated Conductor-The Limiting Factor and Its Recovery Time C. A. Baldan, J. S. Lamas, C. Y. Shigue, Ernesto Ruppert Filho IEEE Transactions on Applied Superconductivity - ISSN: 10518223 v:19 n:3 Jun-2009 pp:1810-1813 doi: 10.1109/TASC.2009.2019043 A fault current limiter (FCL) based on an arrangement of parallel connected high temperature superconducting tapes constituting a limiter element was designed and tested in 220 V line for a fault current peak between 1 kA to 2 kA. The limiter employed second generation (2G) HTS tapes of Abstract: Sinopse da FEEC YBCO coated conductor reinforced with stainless steel. Four tapes were electrically connected in parallel with 0.4 m effective length per element wherein 16 elements connected in series constitutes a single-phase unit. The FCL performance was evaluated through over-current and current fault tests. Its recovery characteristics were used to design the shunt protection. The designed limiting ratio is 4 for 16 elements and the experimental result for one element showed a 20% limiting ratio. For the fault current test one element can withstand five cycles of fault without degradation. It was observed recovery times below 0.5 s under nominal load using a shunt resistance of 173 mOmega. account the frequency dependence. To confirm the validation of the state matrices obtained, the lumped parameters representation of frequency-dependent lines was used to represent a single-phase line and a three-phase line. The simulations were carried out using state space techniques and an electromagnetic transient program (EMTP) (in this case, the cascade was inserted in the EMTP). It is observed that the simulation results obtained with state space representation are in agreement with those results obtained with EMTP. Keywords: Current limiting ratio, YBCO coated conductor, Interior Point for Long-Term Generation Scheduling of Large-Scale Hydrothermal Systems YBCO recovery characteristics, superconducting fault current limiter H∞ Filtering of Discrete-time Markov Jump Linear Systems Through Linear Matrix Inequalities Alim Pedro de Castro Gonçalves, André R. Fioravanti, José Claudio Geromel IEEE Transactions on Automatic Control - ISSN: 0018-9286 v:54 n:6 Jun-2009 pp:1347 - 1351 doi: 10.1109/TAC.2009.2015553 Keywords: Electromagnetic transients, Frequency dependence, Time domain, Transmission line, Transmission line parameters, State space methods Anibal Tavares Azevedo, Aurelio Ribeiro Leite Oliveira, Secundino Soares Filho Annals of Operation Research - ISSN: 0254-5330 (Print) v:169 n:1 Jul-2009 pp:55-80 doi: 10.1007/s10479-008-0389-z This paper presents an interior point method for the long-term generation scheduling of large-scale hydrothermal systems. The problem is formulated as a nonlinear programming one due to the nonlinear representation of hydropower production and thermal fuel cost functions. Sparsity exploitation techniques and an heuristic procedure for computing the interior point method search directions have been developed. Numerical tests in case studies with systems of different dimensions and inflow scenarios have been carried out in order to evaluate the proposed method. Three systems were tested, with the largest being the Brazilian hydropower system with 74 hydro plants distributed in several cascades. Results show that the proposed method is an efficient and robust tool for solving the long-term generation scheduling problem. Abstract: This technical note addresses the discretetime Markov jump linear systems H∞ filtering design problem. First, under the assumption that the Markov parameter is measurable, the main contribution is the linear matrix inequality (LMI) characterization of all linear filters such that the estimation error remains bounded by a given H∞ norm level, yielding the complete solution of the mode-dependent filtering design problem. Based on this result, a robust filter design able to deal with polytopic uncertainty is considered. Second, from the same LMI characterization, a design procedure for modeindependent filtering is proposed. Some examples are solved for illustration and comparisons. Abstract: Keywords: Hydrothermal generation scheduling - Longterm operational planning - Nonlinear optimization Interior point method Keywords: Discrete-time systems, Markov jump linear systems, linear matrix inequalities (LMIs), robust filtering Inclusion of the frequency effect in the lumped parameters transmission line model: State space formulation Sergio Kurokawa, Fabio N. R. Yamanaka, Afonso J. Prado, José Pissolato Filho Electric Power Systems Research (Print) - ISSN: 0378-7796 v:79 n:7 Jul-2009 pp:1155-1163 doi: 10.1016/j.epsr.2009.02.007 Investigation of Positive Feedback Anti-Islanding Control for Multiple Inverter-Based Distributed Generators Xiaoyu Wang, Walmir Freitas, Venkata Dinavahi, Wilsun Xu IEEE Transactions on Power Systems - ISSN: 0885-8950 v:24 n:2 May-2009 pp:785-795 doi: 10.1109/TPWRS.2008.2007002 The objective of this paper is to include the frequency dependence of the longitudinal parameters in the lumped parameters line model. The distributed nature of the transmission line was approximated by a cascade of ð circuits and the frequency effect was approximated by a rational function which was synthesized by an equivalent circuit. Then, the equivalent circuit was inserted in each ð circuit of the cascade. After that, the currents and voltages along the line were described in the form of state equations. This way, it was possible to obtain a formation rule of the state matrices lumped parameters model taking into Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: The positive feedback-based anti-islanding scheme has become a common anti-islanding protection technique for inverter-based distributed generators (DGs). This paper investigates the scheme's impact on the small-signal stability of multiple inverter-based DGs installed in power distribution systems during grid-connected operation. The interactions among multiple-DGs due to the antiislanding scheme are also addressed. An index is proposed to quantify the destabilizing effect of the aggregated positive feedback activities of multiple DGs. This paper further introduces a DG power transfer limit versus islanding detection time curve to 35 reveal the conflicting requirements of anti-islanding protection speed and the maximum power transfer of multi-DG systems. Keywords: Distributed generator, inverter, islanding, positive feedback, small-signal model. Life cycle cost analysis of energy efficiency design options for refrigerators in Brazil. Edson Adriano Vendrusculo, Guilherme de Castilho Queiroz, Gilberto De Martino Jannuzzi, Herculano Xavier da Silva Júnior, José Antenor Pomilio Energy Efficiency - ISSN: 1570-646X (Print) 1570-6478 (Onl v:2 n:3 Aug-2009 pp:271-286 doi: 10.1007/s12053-008-9034-6 The purpose of this paper was to present the results of a life cycle cost analysis concerning the purchase and operation of a more efficient popular refrigerator model compared with a baseline design in Brazil. The summarized results may be useful for organizations working to promote sustainable energy development. This paper specifically focuses on refrigerators, since their energy consumption is predicted to constitute over 30% of the total average domestic electricity bill in Brazilian households. If all new Brazilian refrigerators had an energy efficiency at the level consistent with the least life cycle cost of ownership, it would result in an annual savings of 2.8 billion dollars (US$) in electricity bills, 45 TWh of electricity demand, and 18 Mt of CO2 emissions, with a respective payback period of 7 years which is less than half the average estimated lifetime of a refrigerator. The analysis was conducted following the guidelines of similar analyses available from the US Department of Energy and the Collaborative Labeling and Appliance Standards Program. Abstract: Keywords: Electrical consumption - Energy efficiency Household refrigerator - Life cycle cost analysis - Minimum energy performance standards - Payback period Redução das Correntes de Arco Secundário em Sistemas de Transmissão Típicos Milton Elvis Zevallos Alcahuaman, Maria Cristina Dias Tavares Revista SBA - Controle & Automação - ISSN: 0103-1759 v:20 n:3 Jul-2009 pp:373-382 doi: 10.1590/S010317592009000300008 Resumo: Neste trabalho otimizamos o valor de reator de neutro para conseguir minimizar a corrente de arco secundário em sistemas de transmissão com compensação reativa em derivação. Através de uma análise de sensibilidade conseguimos identificar valores de reator de neutro para os quais se consegue uma alta probabilidade de auto-extinção da corrente de arco secundário para diferentes sistemas de transmissão visando assegurar uma manobra abertura/religamento monopolar com sucesso. O método para identificar o reator de neutro ótimo e os valores das correntes de arco secundário para linhas típicas do sistema brasileiro são apresentados. Smart demand for improving short-term voltage control on distribution networks Valle Garcia, Luiz Carlos Pereira da Silva, Z. XU, J. Ostergaard IET Generation, Transmission & Distribution - ISSN: 1751-8687 v:3 n:8 Aug-2009 pp:724–732 doi: 10.1049/iet-gtd.2008.0621 Smart grids must involve active roles from end users in order to be truly smart. The energy consumption has to be done in a flexible and intelligent manner, in accordance with the current conditions of the power system. Moreover, with the advent of dispersed and renewable generation, increasing customer integration to aid power system performance is almost inevitable. This study introduces a new type of smart demand side technology, denoted demand as voltage controlled reserve (DVR), to improve short-term voltage control, where customers are expected to play a more dynamic role to improve voltage control. The technology can be provided by thermostatically controlled loads as well as other types of load. This technology is proven to be effective in case of distribution systems with a large composition of induction motors, where the voltage presents a slow recovery characteristic due to deceleration of the motors during faults. This study presents detailed models, discussion and simulation tests to demonstrate the technical viability and effectiveness of the DVR technology for short-term voltage control. Abstract: Keywords: ordinal optimisation approach, distributed generation capacity maximisation, linear programming model, crude model evaluation, nonlinear programming optimal power flow, alignment probability, distribution network operator The complex controller applied to the induction motor control Alfeu Joãozinho Sguarezi Filho, Ernesto Ruppert Filho Eletrônica de Potência - ISSN: 1414-8862 v:14 n:3 Ago-2009 pp:201-210 This paper presents a design and tuning method of the complex gain controller, based on the three-phase induction motormathematicalmodel complex transfer function to be used in induction motor control when the machine operates at low speed which is a problem so far. The complex gain controller was applied in the direct rotor field orientation controlmethod and also on the direct torque control method. It was designed and tuned using the frequency-response function of the closed loop system. The complex gain controller presents low complexity in the inductionmotor control implementation. Experimental results were carried out for the controller validation. Resumo: Palavras-chave: Induction Motor Control, Complex gain controller, Complex Transfer Function, Field orientation Direct torque control. Palavras-chave: Arco Secundário, Compensação Reativa, Manobra Monofásica, Quadripolos e Reator de Neutro. 36 Sinopse da FEEC capturing multifractal network traffic characteristics. In addition, the authors^ derive an analytical expression for the effective bandwidth estimation of^ AWMM traffic flows, capable of being used to meet desired^ byte loss probabilities. Finally, they present an online effective bandwidth^ estimation algorithm that is incorporated into an adaptive bandwidth provisioning^ scheme and comparatively evaluated against some other bandwidth allocation methods. Telecommunication and Telematic A Fair Scheduling Discipline for Ethernet Passive Optical Networks Flávio de Melo Pereira, Nelson Luis Saldanha da Fonseca, Dalton Soares Arantes Computer Networks - ISSN: 1389-1286 v:53 n:11 Jul-2009 pp:1859-1878 doi: doi:10.1016/j.comnet.2009.02.020 We propose a novel policy for scheduling upstream flows in Ethernet passive optical networks. This policy, called proportional sharing with load reservation (PSLR), provides bandwidth guarantees on a per-flow basis and redistributes the unused bandwidth among active flows in proportion to their priority level. We establish convergence conditions for the PSLR policy and show that it provides a fair service distribution among the flows. Moreover, we establish bounds for the backlog and delay on a perflow basis, thus enabling a network to provide its users with absolute performance guarantees. Abstract: Keywords: Tráfego Multifractal, Estimação de Banda Efetiva, Modelagem de Tráfego. Entropy coders and 3D-Hadamard coefficients sequency scan order for a fast embedded color video codec Vanessa Testoni, Max Henrique Machado Costa Computers and Electrical Engineering - ISSN: 0045-7906 Jun-2009 pp:1-15 doi: doi:10.1016/j.compeleceng.2008.11.018 Keywords: Ethernet passive optical networks; Scheduling policy; Performance guarantees Accurate Approximations to the Sum of Generalized Random Variables and Applications in the Performance Analysis of Diversity Systems Daniel Benevides da Costa, Michel Daoud Yacoub IEEE Transactions on Communications - ISSN: 00906778 v:57 n:5 May-2009 pp:1271-1274 doi: 10.1109/TCOMM.2009.05.070312 Accurate closed-form approximations to the sum of independent identically distributed eta -mu and kappa -mu random variables are provided. The proposed approximations turn out to be simple, precise, and useful for obtaining important performance metrics of communications systems where sums of variates arise. In particular, average bit error rate and level crossing rate of multibranch equalgain combining receivers are attained to illustrate the applicability of the approximations. Some sample examples show that the intricate exact solution and the simple approximate expressions yield results that are almost indistinguishable from each other. Abstract: Diversity systems, generalized random variables, η-μ sums, η-κ sums, performance analysis, sums approximation methods Keywords: Adaptive wavelet-based multifractal model applied to the effective bandwidth estimation of network traffic flows Flavio Henrique Teles Vieira, Lee Luan Ling IET Communications - ISSN: 1751-8628 v:3 n:6 Jun-2009 pp:906-919 doi: 10.1049/iet-com.2008.0078 The^ authors investigate effective bandwidth estimation and Quality of Service (QoS)^ aware bandwidth provisioning for multifractal network traffic flows. They develop^ a novel adaptive waveletbased multifractal model (AWMM) by using properties^ of the wavelet coefficients of multifractal cascade processes. The proposed^ AWMM has realtime updating capability and proves to be efficient^ in Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: This work compares the performances of two Golomb family entropy coders applied to a video codec system named FHVC (fast hadamard video codec). The entropy coders considered have different operation modes and specific adaptation strategies. The work also presents a new 3D-transform coefficient scan order developed for the FHVC. This scan process is based on the multiplication of the three-dimensional sequency numbers of each coefficient. The FHVC (which is also described in this work) is a fast embedded color video codec developed to be implemented in a video set-top box used in a fiber optics network. The focus is on more reduced execution times, and not on higher compression rates. Low computational complexity and use of meager computational resources are also required. All the multiplications and divisions operations are performed by binary shifts and the system is implemented exclusively with 16-bit integer arithmetic. Even with these constraints, good distortion versus bit-rate results were achieved. The Hadamard transform is used in a three-dimensional fashion, in order to reduce spatial and temporal correlation and to avoid costly motion estimation and compensation techniques. The proposed scan procedure allows the transform coefficient reading in an idealistic ‘‘decreasing in the average” order. After the scan procedure, the encoding of the bit sequence of the 3D-Hadamard coefficients is carried out, bit-plane-by-bit-plane, with an adaptive Golomb run-length entropy coder, which produces a fully embedded output bitstream. Two entropy coders were considered. The first one uses an empirical, but fast and efficient, adaptation strategy that shows good results on non-stationary data. The second one has an adaptation strategy that is nearly optimum, in a maximum-likelihood sense, for independent Bernoulli identically distributed data. Keywords: Embedded video coding, 3D-Hadamard transform, Adaptive Golomb entropy coder, Fast video codec, 3D-transform coefficient scan order, C# language 37 Estimating Frequency, Amplitude and Phase of Two Sinusoids with Very Close Frequencies Jayme Garcia Arnal Barbedo, Amauri Lopes International Journal of Signal Processing - ISSN: 2070-397X v:5 n:2 Jun-2009 pp:138-145 This paper presents an algorithm to estimate the parameters of two closely spaced sinusoids, providing a frequency resolution that is more than 800 times greater than that obtained by using the Discrete Fourier Transform (DFT). The strategy uses a highly optimized grid search approach to accurately estimate frequency, amplitude and phase of both sinusoids, keeping at the same time the computational effort at reasonable levels. The proposed method has three main characteristics: 1) a high frequency resolution; 2) frequency, amplitude and phase are all estimated at once using one single package; 3) it does not rely on any statistical assumption or constraint. Potential applications to this strategy include the difficult task of resolving coincident partials of instruments in musical signals. Abstract: Closely spaced sinusoids, high-resolution parameter estimation, optimized grid search. Keywords: Feefforward Carrier Recovery for Polarization Demultiplexed Signals with Unequal Signal to Noise Ratios Francisco Augusto da Costa Garcia, Darli Augusto de Arruda Mello, Helio Waldman Optics Express - ISSN: 1094-4087 v:17 n:10 May-2009 pp:7958-7969 doi: 10.1364/OE.17.007958 We investigate feedforward carrier recovery (FFCR) in coherent polarization diversity receivers where the signal to noise ratio (SNR) of polarization demultiplexed signals can be unequal, such as in polarization-dependent loss impaired systems. A jointpolarization FFCR mechanism for estimating the carrier phase noise based on samples from both polarizations is proposed and compared with three other plausible alternatives. We evaluated each architecture using Monte Carlo simulations and observed that the joint-polarization FFCR yields a 1.1 dB SNR penalty for a given laser linewidth × baud rate product, while the other three architectures offer 1.8 dB, 2.0 dB and 3.9 dB, for QPSK at BER = 10−3 and 3 dB SNR imbalance. Abstract: MRCS-Selecting Maximal Ratio Combined Signals: A Practical Diversity Combining Scheme Flávio Du Pin Calmon, Michel Daoud Yacoub IEEE Transactions on Wireless Communications - ISSN: 15361276 v:8 n:7 Jul-2009 pp:3425-3429 doi: 10.1109/TWC.2009.080949 This paper presents and investigates a general diversity combining scheme, here named MRCS, in which maximal-ratio combined signals are chosen on a selection combining basis. This combining method has a simple implementation and a tractable analytical formulation that can be directly applied to situations in which site selection exists. A general analysis of the probability distribution Abstract: 38 (reliability), level crossing rate, and average fade duration at the output of the combiner is provided, along with examples for a Nakagami-m fading environment. The main result of the present work, however, is the derivation of an exact, easy-toevaluate closed-form expression for the mean signalto-noise ratio at the output of the combiner. Such an expression is applicable for conditions in which the product of the number of maximal-ratio combining branches and the Nakagami-m parameter is an integer and it generalizes a result presented elsewhere in the literature. The formulations derived here find a direct applicability in the dimensioning of practical wireless networks. Keywords: Diversity combining, maximal-ratio combining, pure selection combining, Nakagami-m, soft handoff. Articles in proceedings Automation A Bounded Cost Condition for the Existence of Average Optimal Stationary Policies of Linear Stochastic Systems Alessandro do Nascimento Vargas, João Bosco Ribeiro do Val In: European Control Conference (ECC) Budapest, Hungria Aug-2009 pp:38-42 Abstract: This note considers the long-run average cost control problem of a discrete-time stochastic system. The stochastic system is assumed to be linear with respect to the state but the controls possess a general structure, possibly nonlinear. The main contribution of this paper is to show the existence of an optimal stationary policy for the long-run average cost problem provided that (i) there exists an $epsilon$optimal policy for the discounted problem and this policy generates uniform bounded costs by stage, and that (ii) a persistency of excitation condition is satisfied. A numerical example illustrates the derived result. Keywords: Stochastic control, Optimal control, Markov processes A Complex Neighborhood Based Particle Swarm Optimization Alan Godoy Souza Mello, Fernando José Von Zuben In: IEEE Congress on Evolutionary Computation - IEEE CEC Norway, Noruega May-2009 pp:1-6 This paper proposes a new variant of the PSO algorithm named Complex Neighborhood Particle Swarm Optimizer (CNPSO) for solving global optimization problems. In the CNPSO, the neighborhood of the particles is organized through a complex network which is modified during the search process. This evolution of the topology seeks to improve the influence of the most successful particles and it is fine tuned for maintaining the scale-free characteristics of the network while the optimization is being performed. The use of a scale-free topology instead of the usual regular or global neighborhoods is Abstract: Sinopse da FEEC intended to bring to the search procedure a better capability of exploring promising regions without a premature convergence, which would result in the procedure being easily trapped in a local optimum. The performance of the CNPSO is compared with the standard PSO on some wellknown and highdimensional benchmark functions, ranging from multimodal to plateau-like problems. In all the cases the CNPSO outperformed the standard PSO. Keywords: Particle Swarm Optimization, A Parametric Approach to Solve Quadratic Programming Prolemas with Fuzzy Environment in the Set of Constraints Carlos Cruz, Ricardo Coêlho Silva, José Luis Verdegay, Akebo Yamakami In: IFSA-EUSFLAT 2009 Proceedings-J. P. Carvalho, D. Dubois, U. Kaymak and J. M. C. Sousa(Ed.) - ISBN: 978-989-95079-6-8 International Fuzzy Systems Association (IFSA) European Society for Fuzzy Logic and Technology (EUSFLAT) Lisboa, Portugal Jul2009 pp:1158-1163 Quadratic programming can be seen both as a general approach to linear programming and a special class of nonlinear programming. Moreover, Quadratic Programming problems are of utmost importance in a variety of relevant practical fields, such as, portfolio selection. This work presents and develops a novel fuzzy-sets-based method that solves a class of quadratic programming problems with vagueness in the set of constraints. As vagueness is natural and ever-present in real-life situations requiring solutions, it makes perfect sense to attempt to address them using fuzzy quadratic programming. This kind of problem modeling is being applied in an increasing variety of practical fields especially those with logistics problems. Some illustrative numerical examples illustrating the solution approach are solved and analyzed to show the efficiency of this proposed method. Abstract: Complex Networks A Controllabitlity Condition for the Existence of Average Optimal Sttionary Policies of Linear Stochastic Systems Alessandro do Nascimento Vargas, João Bosco Ribeiro do Val In: European Control Conference (ECC) Budapest, Hungria Aug-2009 pp:32-37 This paper establishes conditions for the existence of optimal stationary policies for the longrun average cost control problem of linear stochastic systems. The control takes a general structure in such a manner that it contains, as particular case, a large number of linear control problems. The main contribution of this paper is to show that if (i) the system is controllable to the origin and (ii) a technical condition based on $epsilon$-optimal policies for the discounted problem is verified, then there exists an optimal stationary policy for the long-run average cost problem. An example is presented to illustrate the derived results. Abstract: Keywords: Stochastic control, Markov processes, Optimal control A Dynamic Artificial Immune Algorithm Applied to Challenging Benchmarking Problems Fabrício Olivetti de França, Fernando José Vonz Zuben In: IEEE Congress on Evolutionary Computation - IEEE CEC Norway, Noruega May-2009 pp:1-6 Keywords: Fuzzy sets, decision making, fuzzy mathematical programming, quadratic optimization. A Parametric Method to Solve Quadratic Programming Problems with Fuzzy Costs Ricardo Coêlho Silva, Carlos Cruz, Akebo Yamakami In: International Fuzzy Systems Association (IFSA) and and the European Society for Fuzzy Logic and Technology (EUSFLAT) Lisboa, Portugal Jul-2009 pp:1-6 In many real-world scenarios, in contrast to standard benchmark optimization problems, we may face some uncertainties regarding the objective function. One source of these uncertainties is a constantly changing environment in which the optima change their location over time. New heuristics or adaptations to already available algorithms must be conceived in order to deal with such problems. Among the desirable features that a search strategy should exhibit to deal with dynamic optimization are diversity maintenance, a memory of past solutions, and a multipopulation structure of candidate solutions. In this paper, an immune-inspired algorithm that presents these features, called dopt-aiNet, is properly adapted to deal with six newly proposed benchmark instances, and the obtained results are outlined according to the available specifications for the competition at the Congress on Evolutionary Computation 2009. Abstract: Keywords: Artificial Immune Systems, Optimization, Dynamic Environments, Benchmark Functions Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: This work describes a novel fuzzy-sets-based method to solve a particular class of quadratic programming problems which have vagueness coefficients in the objective function. Quadratic programming problems are of utmost importance in an increasing variety of practical fields. In addition, as the ambiguity and vagueness are natural and everpresent in real-life situations requiring solutions, it makes perfect sense to attempt to address them using fuzzy quadratic programming problems. Also, two other methods to solve this kind of problems are briefly described. The proposal uses two phases to solve fuzzy quadratic programming problems. In the first, phase we parametrize the fuzzy problem in several classical alpha-problems with different cutting levels. In the second, phase each of these alphaproblems is solved by using conventional solving techniques. The final fuzzy solution to the problem is obtained by integrating all of these particular alphasolutions. The results obtained using these two methods are compared with the two-phased proposal outlined above. 39 Keywords: Fuzzy sets, decision making, fuzzy mathematical programming, quadratic optimization. A Procedure To Model Biomass and Sugar Accumulation Process By Fuzzy Systems. André Pereira de Godoy, Gilmar Barreto, Fabio Cesar da Silva In: The ISSCT - Agronomy Workshop Uberlândia, MG May-2009 pp:1-3 The aim of this paper is to present a procedure of identification and adjust a fuzzy model for the one step ahead prediction of the process of biomass and sugar accumulation of the sugarcane with a level of errors inferior to those gotten by the QCANE model. The most influent factors to be dealt with in the procedure of model identification are obtained through the literature studies and numerical data analysis. During the process of identification, the search is for a model with a smaller number of parameters, that allows the user to understand in a simple, clear way, the result of the simulation of the model. To these processes results for discrete fuzzy models are presented. The option for the use of the fuzzy model for these processes is due to confirmation of the expectation that this mathematical structure could have a better performance in the prediction using a reduced amount of parameters. The computer results indicate the result of more accurate and precise answers to the fuzzy models than to the QCANE model considered the most precise model from the literature in biomass and sugar accumulation of the sugar cane estimation according to all the aspects set for this work. Abstract: Keywords: fuzzy systems identification, Takagi- Sugeno model, agricultural modelling, linear systems identification, linear model analysis, QCANE model Coevolutionary Genetic Fuzzy System to Assess Multiagent Bidding Strategies in Electricity Markets Igor Alexandre Walter, Fernando Antonio Campos Gomide In: IFSA-EUSFLAT 2009 Proceedings-J. P. Carvalho, D. Dubois, U. Kaymak and J. M. C. Sousa(Ed.) - ISBN: 978-989-95079-6-8 International Fuzzy Systems Association World Congress (IFSA) European Society of Fuzzy Logic and Technology (EUSFLAT) Lisboa, Portugal Jul-2009 pp:1114-1119 Abstract: In this paper we study a genetic fuzzy system approach to assess suitable bidding strategies for agents in online auction environments. Assessing efficient bidding strategies allows evaluation of auction models and verification whether the mechanism design achieves its goals. Day-ahead electricity auctions are particularly explored to give an experimental instance of the approach developed in this paper. Previous works have reported successful fuzzy bidding strategies developed by genetic fuzzy systems and coevolutionary algorithms. Here we review the coevolutionary algorithm and present recent results of the bidding strategies behavior. We analyze how the evolutionary strategies perform against each other in dynamic environments. Coevolutionary approaches in which coevolutionary agents interact through their fuzzy bidding strategies 40 permit realistic and transparent representations of the behavior of the agents in auction-based markets. They also improve market representation and evaluation mechanisms. Experimental results show that coevolutionary agents can enhance their profits at the cost of increasing system hourly price paid by demand, an undesirable outcome from the perspective of the buyers. Keywords: Genetic fuzzy systems, electricity markets, auctions, multiagent systems, computational economics Control design for bilinear systems with a guaranteed region of stability: an LMI-based approach Sophie Tarbouriech, Isabelle Queinnec, Taís Calliero Tognetti, Pedro Luis Dias Peres In: Mediterranean Conference on Control and Automation (MED) Thessaloniki, Grécia Jun-2009 pp:809-814 This paper deals with the problem of stabilizing a bilinear system with unstable open-loop part by means of state feedback control. The implicit objective is to provide an estimate of the region of stability of the closed-loop system. The proposed procedure can be decomposed into two convex optimization problems described in terms of LMIs: i) Given a polytope which bounds the values of the state, containing the origin, find a stabilizing state feedback control law and an associate region of stability as large as possible inside the polytope. ii) For a solution of the first problem, find the largest polytope containing the ellipsoid such that the stability conditions hold. By iterating these two steps, constructive conditions are given to compute a state feedback control that maximizes the estimate of the region of stability. The results are illustrated by means of examples. Abstract: Keywords: Bilinear systems; State feedback control; Linear matrix inequalities; Stability; Continuous-time Control Variation as a Source of Uncertainty: Single Input Case André Du Pin Calmon, João Bosco Ribeiro do Val In: American Control Conference - ACC St. Louis, Missouri, USA Jun-2009 pp:1-6 Abstract: This paper presents a theoretical framework and the control strategy for single input discrete-time stochastic systems for which the control variations increase state uncertainty (CVIU systems). This type of system model can be useful in many practical situations, such as in monetary policy problems, medicine and biology, and, in general, in problems for which a complete dynamic model is too complex to be feasible. The optimal control strategy for a singleinput CVIU system associated with a convex cost functional is devised using dynamic programming and tools from nonsmooth analysis. Furthermore, this strategy points to a region in the state space in which the optimal action is of no variation, as expected from the cautionary nature of controlling underdetermined systems. In addition, a specific result for the case when the cost functional is differentiable is obtained Sinopse da FEEC Keywords: condition monitoring, evolutionary neural and discussed. These results are illustrated through a numerical example in economics. network, fault detection and diagnosis, genetic operators, structural evolution. Keywords: Stochastic systems, Optimal control, Control applications Definition of Fuzzy Pareto-optimality by using Possibility Theory Ricardo Coêlho Silva, Akebo Yamakami In: International Fuzzy Systems Association (IFSA) and and the European Society for Fuzzy Logic and Technology (EUSFLAT) Lisboa, Portugal Jul-2009 pp:1-6 Pareto-optimality conditions are crucial when dealing with classic multi-objective optimization problems because we need to find out a set of optimal solutions rather than only one optimal solution to optimization problem with a single objective. Extensions of these conditions to the fuzzy domain have been discussed and addressed in recent literature. This work presents a novel approach based on the use of possibility theory as a comparison index to define a fuzzily ordered set with a view to generating the necessary conditions for the Pareto-optimality of candidate solutions in the fuzzy domain. Making use of the conditions generated, one can characterize fuzzy efficient solutions by means of carefully chosen single-objective problems. The uncertainties are inserted into the formulation of the studied fuzzy multi-objective optimization problem by means of fuzzy coefficients in the objective function. Some numerical examples are analytically solved to illustrate the efficiency of the proposed approach. Evolving Gradient a New Approach to Perform Neural Network Training. Celso Pascoli Bottura, César Daltoé Berci In: 5th International Workshop on Artificial Neural Networks and Intelligent Information Processing Workshop ANNIIP 2009 Itália Jul-2009 pp:1-3 The use genetic in ANNs is not a new subject, several works have already accomplished good results, however not competitive with procedural methods for problems where gradient of the error is well defined. The present document proposes an alternative for ANNs training using GA(Genetic Algorithms) to evolve the training process itself and not to evolve directly the network parameters. This way we get quite superior results and obtain a method competitive with these, usually used do training ANNs. Abstract: Abstract: Keywords: neural network training, Genetic Algorithms, evolving gradient Evolving Granular Classification Neural Networks Daniel Furtado Leite, Pyramo Pires da Costa Júnior, Fernando Antonio Campos Gomide In: IEEE International Joint Conference on Neural Networks (IJCNN) Atlanta-Georgia, EUA Jun-2009 pp:1736-1743 Abstract: The objective of this study is to introduce the concept of evolving granular neural networks (eGNN) and to develop a framework of information granulation and its role in the online design of neural networks. The suggested eGNN are neural models supported by granule-based learning algorithms whose aim is to tackle classification problems in continuously changing environments. eGNN are constructed from streams of data using fast incremental learning algorithms. eGNN models require a relatively small amount of memory to perform classification tasks. Basically, they try to find information occurring in the incoming data using the concept of granules and T-S neurons as basic processing elements. The main characteristics of eGNN models are continuous learning, self-organization, and adaptation to unknown environments. Association rules and parameters can be easily extracted from its structure at any step during the evolving process. The rule base gives a granular description of the behavior of the system in the input space together with the associated classes. To illustrate the effectiveness of the approach, the paper considers the Iris and Wine benchmark problems. Keywords: Possibility theory, multi-objective optimization, fuzzy Pareto-optimality conditions, fuzzy mathematical programming. Evolutionary Neural Network Applied to Induction Motors Stator Fault Detection Daniel Furtado Leite, Romis Ribeiro de Faissol Attux, Fernando José Von Zuben, Pyramo Pires da Costa Júnior, Fernando Antonio Campos Gomide In: IEEE International Electric Machines and Drives Conference Miami -USA May-2009 pp:1-6 This paper addresses an induction motor fault detection and diagnosis system. The system is based on monitoring of key electrical signals associated with an evolutionary artificial neural network (EANN) model. Stator windings inter-turns short-circuit have been successfully detected by the system. This type of fault is one of the most frequent in induction machines. The paper also discusses the automatic design of artificial neural networks. A realencoding genetic algorithm has been suggested to evolve architectures and weights of neural networks. The genetic operators, mutation and recombination, have been evaluated to obtain a consistent and automatic learning algorithm. Performance comparisons on correct faults detection and memory requirements provided by the evolutionary network EANN and alternative nonlinear modeling techniques have shown that EANN outperforms its counterparts. Abstract: Filtering of Discrete-Time Markov Jump Linear Systems with Cluster Observation: An Approach to Gilbert-Elliot's Network Channel Andre R. Fioravanti, Alim Pedro de Castro Gonçalves, José Cláudio Geromel In: European Control Conference 2009 - ECC’09 Budapest, Hungria Aug-2009 pp:2283-2288 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 41 Abstract: This paper addresses the H2 and the Hinfinity filtering design problems for linear systems whose outputs are transmitted through a Markovian channel. Previous works have used simplified GilbertElliot network channel models to address burst errors in the output. We will use a generalized Gilbert- Elliot model, increasing the number of Markov modes. With this extended model it is not possible anymore to know exactly what the Markov mode at every instant of time is, but only that it belongs to a given subset we call cluster. The design of the filter is done using Linear Matrix Inequalities (LMIs). Gain-scheduled H∞ control for discrete-time polytopic LPV systems using homogeneous polynomially parameter-dependent Lyapunov functions Jan de Caigny, Juan Francisco Camino dos Santos, Ricardo Coração de Leão F. de Oliveira, Pedro Luis Dias Peres, Jan Swevers In: IFAC Symposium on Robust Control Design IFAC Haifa, Israel Jun-2009 pp:-5 This paper presents H∞ performance analysis and control synthesis for discrete-time linear systems with time-varying parameters. The parameters are assumed to vary inside a polytope and have known bounds on their rate of variation. The geometric properties of the polytopic domain are exploited to derive parameter-dependent linear matrix inequality conditions that consider the bounds on the rate of variation of the parameters. A systematic procedure is proposed to construct a family of finite-dimensional relaxations based on Polya's Theorem and a homogeneous polynomially parameter-dependent parameterization of arbitrary degree for the Lyapunov matrix. A numerical example illustrates the proposed approach. Abstract: Keywords: Robust Nonlinear Control, LMI and Convex Optimization Gradiente das Partículas: Um novo Algoritmo de Treinamento Utilizando uma Abordagem Alternativa Via PSO Celso Pascoli Bottura, César Daltoé Berci In: DINCON'2009 8th Brazilian Conference on Dynamics, Control and Applications. Mai-2009 Resumo: A utilização de algoritmos baseados em meta-heurísticas no treinamento de redes neurais artificiais é um tema já conhecido e bastante difundido. Muitos trabalhos já foram e vem sendo realizados abrangendo o referido tema, tendo muitos destes alcançados bons resultados. No entanto, apesar dos esforços daqueles que se dedicam a esses etudos, não se pode afirmar que, de forma genérica, existam métodos de treinamento meta-heurísticos que apresentem uma eficiência com relação a taxa de convergência comparável a métodos procedurais, principalmente quando gradiente do erro é bem definido. Tendo em vista esse cenário, o presente documento porpõe uma solução inovadora não antes 42 utilizada, a aplicação do método de otimização por enxame de partículas na obtenção do vetor gradiente, e não na otimização dos pesos de rede como é usual. Essa abordagem leva a resultados claramente superiores em taxa de convergência do treinamento, sendo comparável com os métodos procedurais mais rápido conhecidos atualmente. Palavras-chave: Otimização por Enxame de Partículas, Redes Neurais Artificiais, Otimização Não Linear Gradiente Evolutivo: Um novo Método de Treinamento Para Redes Neurais Tipo MLP Celso Pascoli Bottura, César Daltoé Berci In: DINCON'2009 8th Brazilian Conference on Dynamics, Control and Applications Bauru, SP Mai-2009 pp:1-3 A utilização de algoritmos genéticos no treinamento de redes neurais artificiais não é um assunto novo, várias tentativas já foram realizadas neste sentido obtendo bons resultudados, porém não competitivos para problemas onde o gradiente do erro é bem definido. O presente documento porpõe uma alternativa ainda inexplorada para aplicação desses algoritmos no treinamento de redes neurais, utilizando AG(Algoritmos Genéticos) para evoluir o processo de treinamento de rede e não o seu resultado, conseguindo com isso resultados bastante superiores a outras porpostas e tornando o método proposto competitivo com técnicas procedurais de otimização, usualmente utilizadas no treinamento de redes neurais. Resumo: Algoritmos Genéticos, Gradiente, Treinamento de Redes MLP Palavras-chave: Método do H∞ filtering of networked systems with timevarying sampling rates Renato Alves Borges, Ricardo Coração de Leão F. de Oliveira, C. Abdallah, Pedro Luis Dias Peres In: American Control Conference (ACC) IEEE Control Systems Society St. Louis, Missouri, USA Jun-2009 pp:-5 In this paper, the problem of robust filter design for networked systems with time-varying sampling rate is investigated. The design conditions are obtained by using the Lyapunov theory and the Finsler's Lemma. A robust filter, that minimizes an upper bound to the H∞ performance of the estimation error, is obtained as the solution of an optimization problem. A path-dependent Lyapunov function is used in order to obtain less conservative design conditions. Robust filters based on affine parameter-dependent Lyapunov functions can be obtained as a particular case of the proposed method. Numerical examples illustrate the results. Abstract: Keywords: Networked control systems, Filtering, LMIs Improving a Multi-Objective Multipopulation Artificial Immune Network for Biclustering Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando José Von Zuben In: IEEE Congress on Evolutionary Computation - IEEE CEC Norway, Noruega May-2009 pp:2748-2755 Sinopse da FEEC The biclustering technique was developed to avoid some of the drawbacks presented by standard clustering techniques. Given that biclustering requires the optimization of at least two conflicting objectives and that multiple independent solutions are desirable as the outcome, a few multi-objective evolutionary algorithms for biclustering were proposed in the literature. However, apart from the individual characteristics of the biclusters that should be optimized during their construction, several other global aspects should also be considered, such as the coverage of the dataset and the overlap among biclusters. These requirements will be addressed in this work with the MOM-aiNet+ algorithm, which is an improvement of the original multi-objective multipopulation artificial immune network denoted MOM-aiNet. Here, the MOM-aiNet+ algorithm will be described in detail, its main differences from the original MOM-aiNet will be highlighted, and both algorithms will be compared, together with three other proposals from the literature. matrix inequality (LMI) conditions are provided for the existence of a path-dependent Lyapunov function which generalizes previous results based on affine parameter-dependent Lyapunov functions. At each sampling time the control law is obtained from a convex optimization problem under LMI constraints. As illustrated by examples, the proposed approach yields less conservative results than other available methods for MPC. Abstract: Keywords: Model predictive control; Linear parameter varying systems; Parameter-dependent Lyapunov functions; Linear matrix inequality relaxations Particles Gradient: A New Approacha to Perform MLP Neural Network Training basead on Particle Swarm Optimization. Celso Pascoli Bottura In: 5th International Workshop on Artificial Neural Networks and Intelligent Information Processing Workshop ANNIIP 2009 Itália Jul-2009 pp:1-3 The use of algorithms in neural networks training is not a new subject Several works have already accomplished good results, however not competitive with procedural methods for problems where the gradient of the error is well defined. The present document proposes an alternative for neural networks training using PSO (particle Swarm Optimization) to evolve the training process itself and not to evolve directly the network parameters as usualy. This way we get quite superior results and obtain a method clearly faster than others known methods for training neural networks using heuristic algoritms. Abstract: Keywords: Artificial Immune Systems, Biclustering, Multi- Objective Optimization, Multi-Population LMI relaxations for nonquadratic stabilization of discrete-time Takagi-Sugeno systems based on polynomial fuzzy Lyapunov functions Eduardo Stockler Tognetti, Ricardo Coração de Leão F. de Oliveira, Pedro Luis Dias Peres In: Mediterranean Conference on Control and Automation (MED) Mediterranean Control Association Thessaloniki, Greece Jun-2009 pp:7-12 Abstract: The problem of state-feedback control design for discrete-time Takagi-Sugeno fuzzy systems is investigated in this paper. The strategy relies on the use of a quadratic in the state Lyapunov function that presents a homogeneous polynomial dependence of arbitrary degree g on the first instant of time of the premise variables and a multi-affine dependence on the successive instants of time of the premise variables until a maximum instant of time M. The tests cast in the form of LMI relaxations parametrized on both g and M and a feasible solution yields a non-PDC controller based on homogeneous polynomial matrices. Numerical examples show that the approach can be less conservative and more efficient than other methods available in the literature. Keywords: neural network training, particle Swarm Optimization, MLP network Sliding Mode Control Approaches for an Autonomous Unmanned Airship Fábio Pereira Benjovengo, Ely Carneiro Paiva, Samuel Siqueira Bueno, Paulo Augusto Valente Ferreira In: AIAA Lighter-Than-Air Systems Technology Conference Seattle, Washington May-2009 pp:1-6 This paper presents the research developments for the global nonlinear control of an autonomous airship, covering the full flight envelope from hovering to aerodynamic flight. It focuses on the longitudinal control of the airship using two different Sliding Mode control techniques that are the classical sliding mode and the unit vector approach. The design methodologies for both techniques are presented along with some representative simulation results. Abstract: Discrete-time systems, Linear matrix inequalities, Takagi-Sugeno fuzzy models, Polynomial Lyapunov functions Keywords: Model predictive control for linear parameter varying systems using path-dependent Lyapunov functions Switched State Feedback Control for Continuous Time Polytopic Systems and Its Relationship with LPV Control Marc Jungers, Rodrigo da Ponte Caun, Ricardo Coração de Leão F. de Oliveira, Pedro Luis Dias Peres In: IFAC Workshop on Control Applications of Optimisation (CAO) Agora, Finlândia May-2009 pp:1-6 Grace Silva Deaecto, José Claudio Geromel In: European Control Conference 2009 - ECC’09 Budapest, Hungria Aug-2009 pp:2073-2078 This paper is concerned with the design of Model Predictive Control (MPC) for Linear Parameter Varying (LPV) discrete-time systems. Sufficient linear Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 This paper treats switched control design of polytopic systems. Our main goal is to calculate a set of state feedback gains and a switching rule such that the closed loop system remains globally Abstract: 43 asymptotically stable for all uncertain parameter under consideration, as well as a quadratic on the state guaranteed cost is minimized. The minimum guaranteed cost is assured by choosing, at each instant of time, a feedback gain among a set of previously calculated ones taking into account a multi-objective criterion which allows the closed loop system to present different and possibly conflicting characteristics. The design conditions are based on modified Lyapunov-Metzler inequalities that can be solved by line search coupled to an LMI solver. It is shown that the design technique can be viewed as an alternative to a wide class of LPV control with the clear advantage that the time-varying parameters do not need to be measured online. The theoretical results are illustrated by an academic example consisting of two carts connected by a spring with spring constant modelled as a time varying uncertain parameter. The Brazilian Society Automatics - SBA Sociedade Brasileira de Automática. Celso Pascoli Bottura, Carlos Eduardo Pereira In: In: The 2009 IEEE Conference on The History of Techinical Societies. Philadelphia, EUA Jul-2009 pp:1-3 The Brazilian Automatics Society (SBASociedade Brasileira de Automática) was established in 1975 to promote the science and engineering of automation and control in Brazil. Currently SBA has more than 700 members (professionals, students, and organizations) being responsible for the organization of the major South-American academic event in the area of automatic control, the Brazilian Automation conference (Congresso Brasileiro de Automática CBA), as well as the Brazilian Symposium on Intelligent Automation (SBAI - Simposio Brasileiro de Automação Inteligente). Additionaly SBA co-sponsors events in other areas, such as robotics and neural networks. SBA is coordinated by a Board of Directors and a Council and includes six Techinical Comittees (Industrial Automation, Intelligent Systems, Robotics, Instrumentation, Power Eletronics, and Power Systems). SBA has one affiliated jounal, revista Controle e Automação. (Control and Automation Journal). Abstract: Keywords: Sociedade Brasileira de Automática, Brazilian Society of Automatics, Automation and Control, Automatic Control Train Regulation for Mass Transit Systems Wagner Schalch Mendes, Rafael Santos Mendes In: European Control Conference (ECC) Budapest, Hungria Aug-2009 pp:1-6 Abstract: The train regulation problem is of particular importance among the scheduling problems found in mass transit systems, being characterized by trains running in urban regions taking passengers from one location to another. If the desired headway between trains, dwell-times in platforms and running times between platforms are determined and known apriori, 44 the steady state solution (timetable) can be calculated. However, real systems are subject to disturbances such as passengers preventing doors from closing, mechanical or electrical failures, etc., that can deviate the trains from the steady state. In this context, this work is concerned with the determination of a control law, i.e. a law for the determination of the arrival and departure times of each train on each platform in the system's cycles in order to reestablish and maintain the timetable (reference solution). The proposed control law is based on max-plus algebra concepts. The desired arrival and departure times of each train on each platform are calculated from the last occurrence instants of the system's events and from a set of matrices defined in max-plus algebra. Keywords: Transportation systems, Discrete event systems, Petri nets Uninetworks in Time Series Forecasting Michel Hell, Fernando Antonio Campos Gomide, Rosangela Ballini, Pyramo Pires da Costa Júnior In: 28th North American Fuzzy Information Processing Society Annual Conference (NAFIPS2009) - ISBN: 978-1-424445776 Cincinnati, Ohio - USA Jun-2009 This paper presents an approach for time series forecasting using a new class of fuzzy neural networks called uninetworks. Uninetworks are constructed using a recent generalization of the classic and and or logic neurons. These generalized logic neurons, called unineurons, provide a mechanism to implement general nonlinear processing and introduce important characteristics of biological neurons such as neuronal AND synaptic plasticity. Unineurons achieve synaptic and neuronal plasticity modifying their internal parameters in response to external changes. Thus, unineurons may individually vary from an and neuron to an or neuron (and vice-versa), depending upon the necessity of the modeling task. Besides, the proposed neural fuzzy networks are able to extract knowledge from input/output data and to encode it explicitly in the form of if-then rules. Therefore, linguistic models are obtained in a form suitable for human understanding. Experimental results show that the models proposed here are more general and perform best in terms of accuracy and computational costs when compared against alternative approaches suggested in the literature. Abstract: Electronic, Opto-electronic, Micro-electronic A Multi-Terminal Pressure Sensor with enhanced sensitivity Guilherme Coraucci, Marcia Rautemberg Finardi, Fabiano Fruett In: The 15th International Conference on Solid-State Sensors, Actuators & Microsystems - Transducers 2009 - ISBN: 9781424441938 Denver, EUA Jun-2009 pp:1122-1125 doi: 10.1109/SENSOR.2009.5285927 This paper describes the design, microfabrication and characterization of a CMOS compatible Multi-Terminal Pressure Sensor (MTPS). Abstract: Sinopse da FEEC This sensor is an alternative to the pressure sensors based on the conventional silicon Wheatstone piezoresistive bridge (WB) or four-terminal piezotransducers. The layout of the MTPS is designed in such a way that the sensor sensitivity is effectively improved and the short-circuit effects, which are modeled by the Geometrical Correction Factor (G), can be minimized. The sensor design was supported by Finite Element Method (FEM). The MTPS sensitivity amounts to 4,8 mV/psi. Keywords: Pressure sensor, CMOS Microsystem, shortcircuit effect, piezoresistive effect, high sensitivity, microelectronic. component. The electronic system data are registered and processed by software that to extract the necessary parameters to characterize this effect in a communication systems. Ni-P, Ni-B and SiO2 as materials for hard mask in deep silicon etching for MEMS fabrication using ICP reactor A. M. Nunes, Moshkalev, S. A., Clóvis Fischer, Peter Jurgen Tatsch, Alexander Flacker In: 24th Symposium on Microelectronics Technology and Devices SBMicro 2009 SBMICRO Natal, RN Aug-2009 pp:1-8 Abstract: Ni-P, Ni-B and SiO2 films were used as hard mask materials in Si etching using a high-density inductively coupled plasma (ICP) reactor for MEMS fabrication. The Ni-P and Ni-B films were deposited using an electroless method, and the SiO2 film was thermally grown in a conventional furnace. Two etching processes were used to characterize the masks. The first uses SF6/Ar gas mixture varying bias power and process time, and the second is a Bosch like process, using C4F8 as a passivation gas. The Ni-P mask showed the highest resistance to etching, being applicable in Si deep etching (>m); while the SiO2ƒÝ100 mask was found to be less resistive, especially under strong ion bombardment (high bias power). The Ni-B mask was found to be highly porous, resulting in formation of micropillars during ecthing, which may be interesting for some apllications such as sensors. Development of an Electromechanical Sensor System to Monitor Sports Activities Yull Heilordt Henao Roa, Fabiano Fruett In: 9th International Conference on Electronic Measurement & Instruments - ICEMI 2009 - ISBN: 978142438631 Beijing, China Aug-2009 pp:4-10 doi: 10.1109/ICEMI.2009.5274657 This paper proposes the development of a low cost electronic non-invasive comfortable prototype based on acceleration and rotation microelectromechanical (MEMs) sensors for obtaining physiological measures during training or regular physical activities of a chosen athlete. In this paper we present the prototype system; The system for acquisition, calibration and testing of accelerometer (SACTA) and some preliminary field tests. Abstract: Keywords: Accelerometer, Sport Sensing, Real Time Feedback, Wireless Communication. GPS Independent time Transfer Technique on a Wireless Telecommunication Link Carlos Nazareth Motta Marins, Pierre Kaufmann, Antônio A. A. Ferreira Júnior, Marcelo Carneiro de Paiva, Jacobus Willibrordus Swart, Adonias Costa da Silveira In: VIII Seminário Internacional de Metrologia Elétrica - VIII SEMETRO - ISBN: 9788586920066 João Pessoa, Paraíba Jun-2009 pp:1-3 Abstract: We present a newly conceived clock system based on time-to-digital converter (TDC) principle to generate, transfer and compare time coded sequences (TCS) with nanoseconds accuracy, using a wireless telecommunication link. Comparison provided midterm stability comparable to good OCXO oscillators showing the feasibility of a low cost, GPS independent technique, exhibiting highly performing stability. Keywords: Mask Materials, Etching, MEMS Planar Inductor for RFICs Surrounded by Metallic Vias Forming a Cavity-backed Struture Improving Isolation from the Circuitry Silvio Ernesto Barbin, Luiz Carlos Kretly In: XXVI PIERS - Progress In Electromagnetics Research Symposium, 2009 Moscow, Russia Aug-2009 pp:219 New JITTER Measurement Technique Using tdc Principle in a FPGA Component Carlos Nazareth Motta Marins, Pierre Kaufmann, Antônio A. A. Ferreira Júnior, Marcelo Carneiro de Paiva, Jacobus Willibrordus Swart In: VIII Seminário Internacional de Metrologia Elétrica - VIII SEMETRO João Pessoa, Paraíba Jun-2009 pp:10-14 Abstract: The paper presents a new approach for measure and analysis of jitter. The measures are made with the Time to Digital Converters with an electronic implementation that uses VHDL language in a FPGA Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: Planar Inductors are very useful devices for high performance RFICs. There are several methods to increase their Quality Factors and Inductance to values required by the designer in many cases. However, due to specific silicon properties and electromagnetic fields interactions with the substrate, several undesired effects between those devices and the CMOS circuitry arise. This work presents a new structure that surrounds the planar inductor core using via holes and N+ sinkers aiming at shielding it effectively and using the same additional strategies employed for improving the Q and expand the L values. Shielding planes (polysilicon and n+ buried layer) are placed vertically in the structure connecting these two types of feedthrough to a guard ring located at the uppermost surface providing an efficient current path between the ground pads. The overall shape looks like a cavitybacked configuration. An interesting study carried out by Kouzaev [1] introduces a semi-analytical electromagnetic model of a ground square-pad via- 45 hole based on previous cavity theory. This model can be extended or adapted to the n+ sinker. The vertical configuration associated with the via-holes and N+ sinkers has a second order influence The influence of Poly-Si/SiGe gate in CMOS transistors for RF and microwave circuit applications Hugo Ricardo Jimenez Grados, Leandro Tiago Manêra, M. F. Rautemberg, José Alexandre Diniz, Ioshiaki Doi, Peter Jurgen Tatsch, Hugo E. H. Figueroa, Jacobus Willibrordus Swart In: 12th International Conference on the Formation of Semiconductor Interfaces - ICFSI 2009 Weimar, Alemanha Jul-2009 pp:1-3 A reduction of gate depletion and DC characteristics in CMOS transistors with poly-Si/SiGe Gate stack fabricated with local CMOS process is presented. Our local CMOS process uses a single n+ doped, poly-Si/SiGe gate material. After deposition, both the poly-Si and the SiGe used as gate layers were implanted by phosphorus ions. The parameters on threshold, sub-threshold and low frequency noise 1/f of poly-Si/SiGe CMOS transistors are reported. Our results demonstrate that the shift in threshold voltage due to the presence of Ge in the gate material is apparent from the p-MOS and n-MOS device characteristics. The drive current turn-on in the I-V characteristics increases compared with conventional CMOS transistors with poly-Si gate and devices show low 1/f noise which make them promising devices for RF and microwave circuit applications. Abstract: Computer Engineering A Network Architecture for Mobile Robotics Paulo Rodolfo da Silva Leite Coelho, Daniel de Haro Moraes, Eleri Cardozo, Eliane Gomes Guimarães, Thienne de Melo e Silva Mesquita Johnson, Fernanda Cristina Adabo Atizani In: Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos - SBRC´2009 Recife, Pernambuco May-2009 pp:1-6 doi: 10.4108/ICST.ROBOCOMM2009.5821 Mobile robotics environments must adopt networking solutions that provide secure and reliable communications for the mobile robots across wide areas such as hospitals, factories, farms, etc. This paper proposes a network architecture for large mobile robotic environments built above the existing networking infrastructures. The architecture builds an overlay network above the already deployed network. The overlay network must fulfill the requirements demanded by mobile robotic applications, mainly, communication continuity during handover, security, and quality of service. A prototype of this architecture was implemented and evaluated in a mobile robotic environment composed of Pioneer P3-DX mobile robots accessed through the Internet. Results from simulation show that the architecture scales well in larger networking scenarios. Abstract: 46 An Investigation of Java Faults Operators Derived from a Field Data Study on Java Software Faults Tânia Basso, Bruno Pacheco Sanches, Mario Jino, Regina Lucia de Oliveira Moraes, In: Workshop de Tolerância a Falhas - SBC João Pessoa Aug-2009 pp:1-13 Abstract: The knowledge of real software faults representativeness is important to allow the emulation of software faults in a more accurate way through software fault injection techniques. This paper presents a field data study to analyze the representativeness of Java software faults, including security faults. The faults are classified according to a previous field study of C faults representativeness and new types of faults are identified due to the specific characteristics of the Java language structure. Results are compared and show that the mistakes most commonly made by programmers follow a pattern, independent of the programming language. Java software faults, representativeness of faults, field study Keywords: security faults, DGridE – Sistema de Gerenciamento para Compartilhamento e Comercialização de Recursos em um Desktop Grid Lourival Aparecido de Gois, Walter da Cunha Borelli In: VII Workshop on Computational Grids and Applications (WCGA) Recife, Pernambuco Mai-2009 pp:93-94 Resumo: Este artigo propõe estratégias destinadas à modelagem de um sistema de gerenciamento de recursos denominado DGridE - Desktop Grid Economy, fundamentado nos princípios microeconômicos que orientam os mercados tradicionais de bens e serviços. Esta abordagem permitiu a estruturação de um mercado de recursos computacionais através da utilização de mecanismos para formação de preços, negociação intra e inter cooperativas e controle das transações comerciais decorrentes dos processos de compartilhamento. Learning Bayesian networks to perform feature selection Pablo Alberto Dalbem de Castro, Fernando José Von Zuben In: IEEE International Conference on Communications - 2009 Dresden, Alemanha Jun-2009 pp:467-473 Bayesian networks have been widely applied to the feature selection problem. The existing approaches learn a Bayesian network from the available dataset and, afterward, utilize the Markov Blanket of the target feature as the criterion to select the relevant features. The Bayesian network learning can be viewed as a search and optimization procedure, where a search mechanism explores the space of all network structures while a scoring metric evaluates each candidate solution based on the likelihood. This paper investigates the application of an immuneinspired algorithm as the search procedure for obtaining high-quality Bayesian networks, motivated by the dynamical control of the population size and diversity along the search. Due to the resulting Abstract: Sinopse da FEEC multimodal search capability, in a single run of the algorithm several subsets of features are obtained. Experiments on ten datasets were carried out in order to evaluate the proposed methodology in classification problems, and reduced-size subsets of features were produced. Keywords: feature selection; Bayesian networks; Markov blanket; artificial immune systems; classification problems. Electrical Energy A Comparative Analysis of FBD, PQ and CPT Current Decompositions Part I: Three-Phase ThreeWire Systems Helmo K. M. Paredes, Fernando P. Marafão, Luiz Carlos Pereira da Silva In: IEEE Bucharest Power Tech Conference, 2009 Bucareste, Romenia Jun-2009 pp:1-6 This paper investigates the main similarities and discrepancies among three important current decompositions proposed for the consideration of unbalanced and/or non-linear three-phase three-wire power circuits. The considered approaches were the so called FBD Theory, the pq-Theory and the Conservative Power Theory (CPT), recently presented by Tenti et al Such decompositions and related definitions may influence the power measurement techniques, revenue metering, instrumentation technology and also power conditioning strategies. The three methods have been summarized, discussed and compared by means of computational simulation. Although the three methods are based on different concepts, the results obtained under ideal conditions are very similar. The main differences appear in the presence of unbalanced and non-linear load conditions. Under linear unbalanced conditions, both FBD and pq-Theory suggest that the some current components contain a third-order harmonic. Besides, neither pq-Theory nor FBD method are able to provide accurate information for reactive current under unbalanced and distorted conditions, what can be done by means of the CPT-Theory. The paper tries to explain the causes of these differences in terms of the decomposition’s foundations and the resulting waveforms and spectra. Abstract: Towards a Landmark-based Flat Routing Ricardo Pasquini, Fábio Luciano Verdi, Maurício Ferreira Magalhães In: Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos - SBRC´2009 Recife May-2009 pp:1-6 Two main groups of Flat Routing proposals are found in the literature. The biggest group considers the existence of an underlay network providing direct communication between neighbors at the flat identity layer. On the other hand, a smaller set of proposals consider a scenario that has none underlay network, i.e., routing directly on flat identifiers/names. Our interest is concentrated on the second group due to the perspective of a new internetworking model in which the network layer has no information regarding location and, in this paper, our Landmark-based Flat Routing proposal is introduced. We also present a tool for evaluating different topologies and flat routing protocols. The quantitative results show the signaling overhead and the trade-off between routing table size and route stretch. The results were collected using the tool under two distinct topologies, a regular mesh and an Internet-like topology. Abstract: Keywords: Flat Routing, Landmark, XOR-based Routing Um modelo de sistema de aprendizagem colaborativa apoiado por computador com ênfase em trabalho em equipe Ana Aparecida Simões Da Cunha, Léo Pini Magalhaes In: Congresso da Sociedade Brasileira de Computação (CSBC Bento Gonçalves, RS Jul-2009 pp:1575-1584 Apesar da presença crescente de equipes de trabalho e de sua importância nas corporações, 50% das iniciativas de trabalho em equipe falham pois os profissionais não estão preparados para atuar de forma colaborativa. Isso indica que não apenas as habilidades técnicas, mas também as sociais deveriam ser aprendidas na escola. Este artigo descreve um modelo para um ambiente de aprendizagem colaborativa, em que os estudantes são estimulados a se ajudar mutuamente para desenvolver as habilidades sociais, característica não encontrada em nenhum dos sistemas de aprendizagem avaliados. Após uma revisão de princípios teóricos de colaboração é proposto um modelo para aprendizagem colaborativa em equipe. Resumo: Keywords: FBD theory, pq-Theory, Homo-variables, harmonics, current decomposition, power theory. A Specialized Genetic Algorithm To Solve The Short Term Transmission Network Expansion Planning Luis A. Gallego, Marcos Julio Rider Flores, Rubén Augusto Romero Lázaro, Ariovaldo Verandio Garcia In: IEEE Power Tech 2009 Bucareste- Romênia Jun-2009 pp:1-6 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 In this paper, the short term transmission network expansion planning (STTNEP) is solved through a specialized genetic algorithm (SGA). A complete AC model of the transmission network is used, which permits the formulation of an integrated power system transmission network expansion planning problem (real and reactive power planning). The characteristics of the proposed SGA to solve the STTNEP problem are detailed and an interior point method is employed to solve nonlinear programming problems during the solution steps of the SGA. Results of tests carried out with two electrical energy systems show the capabilities of the SGA and also the viability of using the AC model to solve the STTNEP problem. Abstract: 47 Keywords: Transmission network expansion planning, AC model of the transmission network, specialized genetic algorithm, mixed integer nonlinear programming, interior point method. Adaptative Single-Phase Autoreclosing Based on Harmonic Signature of the Secondary Arc Voltage Allan Alves Montanari, Maria Cristina Dias Tavares, Carlos Medeiros Portela In: IPST/09 International Conference on Power Sistems Transients Kyoto, Japão Jun-2009 pp:1-6 This paper presents an adaptative SinglePhase Auto Reclosure (SPAR) scheme to minimize protection dead time. The proposed method detects the extinction of the secondary arc. Computer simulation and secondary arc field tests were combined to improve the performance of adaptative SPAR for various secondary arc current levels. The PSCAD/EMTDC program together with measured secondary arc data were used to simulate secondary arc on the system. The harmonic content of the secondary arc voltage was analyzed with Short Time Discrete Fourier Transform (STDFT). The proposed algorithm is based on the characteristics of the odd order harmonics of the faulted voltage. The algorithm determined the secondary arc extinction and gave the order to reclose the circuit breaker. A properly designed control can be responsible for taking the decision on whether the fault is a permanent one or a transient fault, and if the transient one has extinguished, i.e. whether to trip the other sound phases or to reclose the faulted phase after the secondary arc extinction. Abstract: Keywords: Adaptative autoreclosing, secondary arc extinction, dead time, harmonic analysis, non-permanent faults. Computer Aided System for Managing, Controlling and Analyzing Data from Hydroelectric Plants Ieda Geriberto Hidalgo, Darrel G. Fontane, Secundino Soares Filho, Marcelo Augusto Cicogna In: World Environmental and Water Resources Congress 2009: Great Rivers © 2009 ASCE Kansas City Missouri, EUA Mai-2009 pp:4749-4757 This paper presents a computer aided system for managing, controlling and analyzing data from hydroelectric plants. The proposed system consists of three modules. The first is a relational database that organizes, standardizes and manages data from hydroelectric plants. The second module allows a user to build, store and manage advanced queries on this or certain other databases. The third is a simulator of the hydroelectric plants operation which can be used for planning the future operation or reproducing the past operation. The computational implementation of these modules uses the Object-Oriented Paradigm, the C++ Programming Language and the Structured Query Language (SQL). The data manager, the queries builder and the simulator were tested with data from Brazilian hydroelectric plants and the results show the potential of this system for the analysis and Resumo: 48 consistency evaluation of data from hydroelectric plants. Palavras-chave: Data analysis, Hydroelectric plants, Simulation, Object- oriented paradigm, Structured Query Language. Control of Power Electronic Interface for Renewable Energy Sources Under Distorted Grid Voltage Rodolfo Manuel Moreno Martinez, Luiz Carlos Pereira da Silva, Sérgio Pires Pimentel, José Antenor Pomílio In: 2nd International Conference on Clean Electrical Power ICCEP Capri, Itália Jun-2009 pp:404-414 In this paper a Power Electronic Interface (PEI) to integrate up to two renewable energy sources is presented. Through the control of the DC link terminal voltage and the AC terminal voltage of the voltage source converter (VSC) the generation of the different distributed sources can be adapted to the grid, supplying the local load and exporting energy to the grid. The system was analyzed under distorted grid voltage, where the quality of the grid current is affected. Solutions based on the use of resonant passive filters and injection of harmonics to compensate the distortion of the grid voltage is presented. Abstract: Keywords: Harmonic compensation, power electronic interface, renewable energy source, resonant passive filter, and voltage source converter. Distribution Network Planning Using a Constructive Heuristic Algorithm Marina Lavorato de Oliveira, Marcos Julio Rider Flores. Ariovaldo Verandio Garcia, Rubén Augusto Romero Lázaro In: IEEE PES 2009 General Meeting Proceedings Calgary, Canadá Jul-2009 pp:1-6 An optimization technique to solve distribution network planning (DNP) problem is presented. This is a very complex mixed binary nonlinear programming problem. A constructive heuristic algorithm (CHA) aimed at obtaining an excellent quality solution for this problem is presented. In each step of the CHA, a sensitivity index is used to add a circuit or a substation to the distribution network. This sensitivity index is obtained solving the DNP problem considering the numbers of circuits and substations to be added as continuous variables (relaxed problem). The relaxed problem is a large and complex nonlinear programming and was solved through an efficient nonlinear optimization solver. A local improvement phase and a branching technique were implemented in the CHA. Results of two tests using a distribution network are presented in the paper in order to show the ability of the proposed algorithm. Abstract: Keywords: Distribution network planning, constructive heuristic algorithm, mixed binary nonlinear programming, power systems optimization, KNITRO, AMPL. Sinopse da FEEC Ecolig - A semiotic protocol that uses neuroheadsets and CP-Nets Abstract: The connection of generators on distribution feeders may cause significant impact on the steadystate performance of the network. Quantification of the impacts on power losses, in a systematic way, is a difficult task due to the complexity of network operation since generators can operate with different lead and lag power factors and, occasionally, can inject variable active power on the network. This paper evaluates the impact of distributed generators on the active and reactive power losses of the system by using a sensitivity-based method. From one base case power flow solution it is possible to estimate the active and reactive power losses for a new generator installed at any bus of the system, for any combination of active power injection, and also for any operating power factor. The effects of varying the location, generation level and operating mode of the generators can be easily assessed by using the analytical method. Moreover, a numerical index to quantify the impact of multi-distributed generators on power losses is also proposed. The method is applied to a 70-bus distribution network. The simulations results are compared with those obtained by the repetitive power flow solutions in order to validate the results obtained by the sensitivity-based method. Paulo Victor de Oliveira Miguel e Gilmar Barreto In: Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2009-AACE - Association for the Advancement of Computing in Education(Ed.) Honolulu, HI, USA Jun-2009 pp:667-673 Abstract: Human sensing, perception, consciousness and interactions can help a learning process. In this way the human-machine interface with an appropriate protocol can be an important part of an interactive educational project. An intelligent communication code can minimize the computational effort to send and receive information between human being and electronic equipments. The ECOLIG, a semiotic protocol, which encapsulates the path of knowledge, should be used to make Object-Sign and ObjectInterpreter consistent relations. Connecting ionic structures to electric devices it can be a new communication paradigm in e-learning. In summary, learn how to share the internal mind space can be a great challenge when using the CP-Nets (Colored Petri Networks) and Brain Machine Interfaces for an efficient knowledge exchange. Keywords: e-learning, Semiotic, HMI, Embedded Systems, Hybrid Networks, Sensorial Protocol, Petri Network. Keywords: Distributed generation, distribution networks, sensitivity analysis, power system losses. Evaluation of Technical Losses Estimation in LV Power Distribution Systems Leonardo Mendonça Oliveira de Queiroz, Celso Cavellucci, Christiano Lyra Filho In: 20th International Conference and Exhibition on Electricity Distribution (CIRED - ISBN: 978-1-84919126-5 Praga - República Tcheca Jun-2009 pp:1-4 Abstract: This paper proposes a methodology to estimate technical losses in low voltage (LV) distribution systems. Its main contribution is the development of regression models able to estimate technical losses with low levels of information about the network. Regression models are used to predict one variable (dependent variable) from one or more variables (independent variables). The dependent variable is the technical loss, and the independent variables are any data that allows characterizing a LV network. Different sets of independent variables are evaluated, with respect to two scenarios: a distribution company and the regulatory agency. Independent variables are analyzed with respect to relevance (given by the value of statistical correlation), availability and auditability. An analysis of the regression models and of the set of independent variables is also presented. Exemplos de Experiências de EaD Realizadas por Docentes e Pesquisadoreas da Unicamp: Vídeos de Eletrotécnica Uma Experiência da FEEC. Gilmar Barreto In: Workshop "EaD Unicamp" Campinas, SP Mai-2009 pp:1-3 Keywords: Technical Losses, Power Distribution Systems, Regression Models Evaluation of the Impact of Distributed Generation on Power Losses by Using a Sensitivity-Based Method Hugo Murici Ayres, Luiz Carlos Pereira da Silva, Walmir de Freitas Filho, Madson Cortes de Almeida, Vivaldo Fernando da Costa In: IEEE PES General Meeting, 2009 Calgary, Canadá Jul-2009 pp:1-6 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Resumo: Este trabalho destaca a importância da elaboração e utilização de vídeos didáticos principalmente em disciplinas exclusivamente com aulas teóricas como é o caso da disciplina ET016 – Eletrotécnica ministrada na Faculdade de Engenharia Elétrica e de Computação – UNICAMP. Esta disciplina é obrigatória e oferecida para os alunos das Faculdades de Engenharia de Alimentos, Engenharia Agrícola, Engenharia de Controle e Automação, Engenharia Mecânica e Engenharia Química. Nesta disciplina são abordados conceitos básicos de eletricidade; circuitos monofásicos e trifásicos; produção, transmissão e utilização da energia elétrica; princípios físicos e principais aplicações de transformadores; máquinas elétricas de indução, assíncrona e corrente contínua; e conceitos básicos de instalações elétricas e dispositivos de proteção. Ao elaborar e disponibilizar estes vídeos no "youtube", visamos despertar um maior interesse nos alunos e motivá-los a complementar e consolidar o conteúdo ministrado nas aulas teóricas presenciais. Palavras-chave: Circuitos de Corrente Alternada, Eletrotécnica, Ensino de Engenharia, Vídeos Didáticos. 49 High Frequency Parameters of Small Three-Phase Induction Motors for Operation with PWM Inverters Rudolf Ribeiro Riehl, Ernesto Ruppert Filho In: International Electric Machines and Drives Conference (IEMDC) Miami, Florida May-2009 pp:1352-1357 The subject of this paper is to present a simple method to determine the high frequency parameters of three-phase induction motors, up to 10 HP to be used in studies involving PWM variable speed drives where it is necessary to check the effects caused to the motor by the electromagnetic interference (emi) both in the differential mode as well as in the common mode. The method proposed here consists in the identification of the motor equivalent electrical circuit parameters both in rated frequency and also in high frequency through characteristic tests performed in the laboratory together the use of characteristic equations and curves, shown in the references, to determine the motor high frequency parasite capacitances and also through system simulations, using dedicated software, like Pspice, to determine the characteristic waveforms involved in the differential and common mode phenomenon and comparing with the experimental results in the common mode phenomena, validating the proposed procedure Abstract: induction motors, parameters, PWM inverters Keywords: emi, high frequency Identifying critical sets in state estimation using Gram matrix Madson Côrtes de Almeida, Eduardo Nobuhiro Asada, Ariovaldo Verandio Garcia In: IEEE Power Tech 2009 Bucareste, Romenia Jun-2009 pp:1-6 This paper presents a numerical algorithm for the identification of critical measurements and critical sets in power system state estimation. The proposed algorithm is based on the use of Gram matrix constructed considering the rows of the measurement Jacobian matrix as vectors. This paper shows some features of the Gram matrix that can be useful in the optimal planning of metering systems for power system state estimation. Numerical examples with a 6bus system and also with IEEE-14 system are used for testing the proposed algorithm. Abstract: Keywords: critical measurements, critical sets, Gram matrix, redundancy analysis, state estimation. Ill-conditioned Optimal Power Flow Solutions and Performance of Non-Linear Programming Solvers Manfred Fritz Bedriñana Aronés, Marcos Julio Rider, Carlos Alberto de Castro Junior In: IEEE Power Tech Conference Romenia Jun-2009 pp:1-6 In this paper, the performance of the most popular non-linear programming solvers (e.g. IPOPT, KNITRO, LOQO, MINOS and SNOPT) is evaluated for applications in power systems and treatment of illconditioned systems related to Optimal Power Flow Abstract: 50 (OPF) solutions. Regarding the applications, the maximum loading point problem modeled as an optimization problem is used as an OPF example. Also, it is used to describe the ill-conditioned OPF solutions, the sensitivity matrices obtained in the OPF process, and conditions related to linear independence (LI) loss singularity analysis. Simulations using a simple two-bus and IEEE test systems are carried out to evaluate the performance of solvers for solving LI loss singularity cases, which were obtained upon the original data systems. Some of the Lagrange multipliers corresponding to the constraints tend to infinity when the LI condition is violated, which implies that the OPF solution is ill-conditioned. In this case, the number of iterations increases (convergence problems) significantly for all solvers, and some solvers presented oscillatory process. Keywords: Maximum loading point, voltage stability, load flow analysis, step size optimization. Investigation of the Islanding Detection of Induction Generators Diogo Salles Corrêa, Paulo César Magalhães Meira, Ahda Pionkoski Grilo Pavani, Walmir de Freitas Filho, Jose Carlos de Melo Vieira Junior, Wiliun Xu In: 2009 IEEE PES General Meeting Calgary, Canadá Jul-2009 pp:1-6 This paper provides an analysis of the performance of the under/over frequency and under/over voltage relays for islanding detection of squirrel-cage induction generators. This analysis is based on the nondetection zones, which are determined by extensive dynamic simulations using PSCAD/EMTDC. The presented nondetection zones are constructed considering different reactive power compensation and different detection times. Analysis on the nondetection zones is developed, and the influence of the required detection time and of the reactive power compensation on the nondetection zone is highlighted Abstract: Keywords: Induction generator, anti-islanding protection, and nondetection zones. Long-Term Hydropower Scheduling Based on Deterministic Nonlinear Optimization and Annual Inflow Forecasting Models Monica de Souza Zambelli, Ivette Raymunda Luna Huamani, Secundino Soares Filho In: IEEE Power Tech Conference Bucharest, Romenia Jun-2009 pp:1-8 Abstract: This paper proposes an operational policy for long-term hydropower scheduling based on deterministic nonlinear optimization and annual inflow forecasting models using an open-loop feedback control framework. The optimization model precisely represents hydropower generation by taking into consideration water head as a nonlinear function of storage, discharge and spillage. The inflow is made available by a forecasting model based on a fuzzy inference system that captures the nonlinear correlation of consecutive inflows on an annual basis, Sinopse da FEEC method with step size optimization (LFSSO). The process is characterized by obtaining consecutive approximations of the MLP within the infeasible region. Since the feasibility boundary contour in the neighborhood of the MLP may not be smooth, some of the computed approximations may fall within the feasible region. In an earlier paper, a mechanism based on binary search was used to drive the operating point back to the infeasible region. A new load curtailment method to improve the proximity towards feasibility boundary guaranteeing that the next solution will lay within the infeasibility region is the main contribution of this paper. Reactive power generation limits are taken into account. The proposed formulation requires information as the normal vector and power mismatches, and results in a better convergence path towards MLP in comparison with the original version of the method presented earlier. Simulation results for IEEE test systems are shown to validate the proposed method. then disaggregating it on a monthly basis. In order to focus on the ability of the approach to handle the stochastic nature of the problem, a case study with a single-reservoir system is considered. The performance of the proposed approach is evaluated by simulation over the historical inflow records and compared to that of the stochastic dynamic programming approach. The results show that the proposed approach leads to a better operational performance of the plant, providing lower spillages and higher average hydropower efficiency and generation. Keywords: fuzzy inference systems, inflow forecasting, long-term hydro-thermal scheduling, optimization, stochastic dynamic programming nonlinear Maintenance Resources Allocation on Power Distribution Networks with a Multi-objective Framework Fábio Luiz Usberti, José Federico Vizcaino González, Christiano Lyra Filho, Celso Cavellucci In: CTW Cologne-Twente Workshop on Graphs and Combinatorial Optimization-Sonia Cafieri, Antonio Mucherino, Giacomo Nannicini, Fabien Tarissan, Leo Liberti(Ed.) Paris, França Jun-2009 pp:317-320 Utilities must supply energy with good reliability levels. In Brazil, reliability indicators, such as maximum values for the *system average interruption frequency index* (*SAIFI*), are establish and supervised by the Brazilian Electricity Regulatory Agency, for each group of networks operated by a distribution company in a geographical area; large fines are applied for violation. This work represents the relationship between maintenance activities and reliability as a minimization problem with two criteria: cost of maintenance activities and maximum value for the *SAIFI,* along the planning period. The solution of the problem for each local network gives the local *efficient solutions* and the associated *trade-off* curves. Local solutions are optimally combined to solve higher levels multiple criteria optimization problems, unveiling *efficient solutions* and associated *trade-off* curves for each group of networks and for the whole company. Therefore, the methodology provides information to avoid fines and to assess good decisions on maintenance activities. Abstract: Keywords: Network Optimization, Integer Non-Linear Problem, Pareto Frontier Keywords: Maximum loading point, voltage stability, load flow analysis, step size optimization Optimal Placement of Voltage Regulators in Distribution Systems Carlos A. N. Pereira, Carlos Alberto de Castro Junior In: IEEE Power Tech Conference Bucharest, Romania Jun-2009 pp:1-6 Abstract: A two-step algorithm for the optimal placement of voltage regulators in distribution systems is presented in this paper. In the first step, voltage regulators are placed (and the tap position is determined) at candidate buses, aiming at minimizing voltage drops and real power losses. In the second step, an attempt to reduce the number of voltage regulators is made, taking into consideration economical aspects (minimization of installation and maintenance costs). It is shown that the proposed algorithm is fast, efficient and provides reliable results. Keywords: Voltage regulators, distribution systems, voltage control, loss minimization, cost minimization. Secondary Arc Harmonic Content for Various Current Levels Based on Field Tests Allan Alves Montanari, Maria Cristina Dias Tavares, Carlos Medeiros Portela, Alessandra Benevides Camara, In: IPST/09 International Conference on Power Sistems Transients Kyoto, Japão Jun-2009 pp:1-6 New Method Based on Load Flow with Step Size Optimization for Calculating the Maximum Loading Point Beatriz de Lima Tavares, Manfred Fritz Bedriñana Aronés, Carlos Alberto de Castro Junior In: IEEE Power Tech Conference IEEE-PES Bucharest, Romenia Jun-2009 pp:1-6 In this paper, an improved maximum loading point (MLP) calculation method is proposed. The calculation process is based on the properties of the normal vector to the feasibility boundary computed close to MLP, which is calculated by a load flow Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 In this paper the harmonic content of measured secondary arc current and voltage between the arc terminals were analyzed by the application of the Short Time Discrete Fourier Transform (STDFT). The algorithm is based on shifting a window on the signals (voltage and current) and computing the coefficients of the STDFT. The measurements were performed on a large number of field tests realized at CEPEL High Power Laboratory in Brazil. It was possible to identify a harmonic signature of the Abstract: 51 “secondary arc” produced in the field tests and some extrapolation can be made for actual secondary arc. to be very efficient in terms of computational costs, and both unit commitment and generation schedules. Keywords: Secondary arc extinction, harmonic analysis, single-phase autoreclosing, non-permanent faults. Keywords: Hydroelectricity, operation scheduling, unit Selective Current Compensators Based on the Conservative Power Theory Helmo K. M. Paredes, Fernando P. Marafão, Luiz Carlos Pereira da Silva In: IEEE Bucharest Power Tech Conference, 2009 Bucareste, Romênia Jun-2009 pp:1-6 Abstract: This paper presents possible selective current compensation strategies based on the Conservative Power Theory (CPT). This recently proposed theory, introduces the concept of complex power conservation under non-sinusoidal conditions. Moreover, the related current decompositions results in several current terms, which are associated with a specific physical phenomena (power absorption P, energy storage Q, voltage and current distortion D). Such current components are used in this work for the definition of different current compensators, which can be selective in terms of minimizing particular disturbing effects. The choice of one or other current component for compensation directly affects the sizing and cost of active and/or passive devices and it will be demonstrated that it can be done to attend predefined limits for harmonic distortion, unbalances and/or power factor. Single-phase compensation strategies will be discussed by means of the CPT and simulation results will demonstrate their performance. Short-term hydropower scheduling via an optimization-simulation decomposition approach Makoto Kadowaki, Takaaki Ohishi, Leonardo Silveira de Albuquerque Martins, Secundino Soares Filho In: IEEE Power Tech 2009 Romênia Jun-2009 pp:1-6 Abstract: This paper presents a decomposition approach based on an optimization-simulation approach to short-term hydropower scheduling. The problem is formulated as a mixedinteger nonlinear programming problem where the decision variables are the power output and the number of units committed at each hydro plant and hour of the day or week ahead. The goal consists of maximizing hydropower efficiency while reducing startup/shutdown costs and attaining system load, operational constraints, as well generation targets established by mid-term operation scheduling models. The approach proposed in this paper solves a relaxed version of the original problem in which hydraulic constraints are ignored. Eventual hydraulic infeasibilities are computed by a simulation step in order to either validate the solution or add violated constraints back into the problem. The approach is implemented and tested over the Brazilian power system for a study case comprised of 95 hydro plants, 447 generating units, and an average load of 41 GW for a week long horizon. Results confirm the approach 52 commitment, nonlinear programming, simulation Simulation and Experimental Studies on Double-fed Induction Generator Power Control Operating at Sub-Syncronous Speed Alex Pereira França, Rogério Vani Jacomini, Edson Bim In: Internation Conference on Power Electronics and Drive Systems Taipei, TAYWAN May-2009 pp:1-3 Two control schemes for active and reactive power of a double-fed induction generator with the stator connected direct to the constant frequency, three phase grid are described. First the direct and quadrature rotor current components are generated based on the mathematical model of the machine. The second scheme used a PI controller to generate the rotor current reference components. The principles of both schemes are described in detail in this paper with a strong experimental approach. A complete simulation model is developed and several studies are performed to test its under different conditions. A laboratory test setup consisting of a wound rotor induction machine and driven by a variable speed squirrel cage induction motor is used to validate the control schemes proposed and the simulation results. Abstract: Keywords: PI controller, active power control, double-fed induction generator power control, asynchronous generators, machine control, reactive power control, laboratory test setup, mathematical model, quadrature rotor current components, rotor current Step Size Optimization Based Interior Point Algorithm: Applications and Treatment of Illconditioning in Optimal Power Flow Solutions Manfred Fritz Bedriñana Aronés, Carlos Alberto de Castro Jr. In: 2009 IEEE PES General Meeting Calgary, Canadá Jul-2009 pp:1-6 In this work a step size optimization based nonlinear Interior Point (IP) algorithm is proposed for applications in power systems and treatment of illconditioned systems related to Optimal Power Flow (OPF) solutions. Regarding the applications, the maximum loading point problem modeled as an optimization problem is used as OPF example. Also, it is used to describe the ill-conditioned OPF solutions, the sensitivity matrices obtained in the OPF process, and conditions related to singularity analysis. Simulations using a simple test system are carried out to evaluate its performance for solving ill-conditioned systems in comparison to conventional IP methods. The proposed method provides a better convergence path towards well-conditioned optimal solution; it also presents more information (step size, Lagrange multipliers, eigenvalue analysis) in case the optimal point is singular or infeasible, which is classified as ill-conditioned optimal solution. Abstract: Sinopse da FEEC Keywords: Power system optimization, interior point to the previous model and validate it, with examples from the metrics found in literature and also with the results of a case study applied in Metropolitan Broadband Access Network in Pedreira, a city located in the state of São Paulo, Brazil. algorithms, step size optimization, ill-conditioned systems, maximum loading point. Telecommunication and Telematic A TV Digital Interativa na Era Convergente das Comunicações Sem Fio André Barbosa Filho, Luis Geraldo Pedroso Meloni In: XXXII Congresso Brasileiro de Ciências da Comunicação Curitiba, PR Jul-2009 pp:1-14 Resumo: Vivemos a era da convergência das tecnologias digitais, onde o recente sucesso da implantação do sistema brasileiro de televisão digital vai de encontro às tecnologias de comunicação sem fio na Internet, pavimentando o caminho da aguardada interatividade plena. Um importante desafio se apresenta com a possibilidade do país assumir um papel de liderança na definição de um novo perfil de operação do WiMAX abaixo de 1 GHz, denominado WiMAX-700. Ao desempenhar um papel promissor como canal de interatividade do SBTVD, amplia as possibilidades de produção de conteúdos audiovisuais digitais que, por sua vez, colaboram no esforço do conjunto de programas de inclusão social do País. An Architecture for Environmental Monitoring and Control in Municipal Scale Felipe Marques Pires, Rodrigo Sanches Miani, Leonardo de Souza Mendes In: International Conference on Wireless Information Networks and Systems - Winsys 2009 Milão, Italia Jul-2009 pp:27-31 Abstract: Advances in smart sensors, communication technologies and embedded computing allow to have an interaction between digital and physical worlds. This paper presents an architecture of combining ZigBee with Metropolitan broadband access networks in order to build an architecture for monitoring and control in a municipal scale. A prototype alarm system was implemented based on this architecture as a proof of concept. However there is a wider range of applications that can be designed using this architecture to provide reliable services for government and communities. Palavras-chave: Sistema brasileiro de televisão digital, interatividade plena, conexão Internet. Achievable Rate Region for the Gaussian MIMOMAC with Cooperating Encoders Jaime Portugheis, Gustavo Fraidenraich In: Tenth International Symposium on Communication Theory and Applications - ISCTA Ambleside, United Kingdom Jul-2009 pp:1-6 Aplicações Governamentais para TV Digital Móvel usando Ginga NCL Edwar Andres Velarde Allazo, Vicente Idalberto Becerra Sablon, Yuzo Iano In: Congresso de Tecnologia de Televisão SET2009 São Paulo, SP Ago-2009 pp:1-5 This paper presents the technologies required for the implementation of interactive applications in the m-government area of mobile digital TV. For its development, we use the declarative environment of Ginga middleware of the Brazilian Digital Television System (SBTVD) and Lua, as an imperative language that allows mathematical processing, data handling and, especially, the application of an interactivity channel. In order to provide interaction, the use of Ginga NCL is required for portable devices on a particular platform. The present proposal aims at employing it in a scenario set to the dialogue between government and population. Resumo: This paper considers a Gaussian two-user multiple-input multiple-output (MIMO) multipleaccess channel (MAC) with cooperating encoders. After defining a form of cooperation strategy we derive achievable rate bounds by applying the results obtained by Willems for the MAC with generalized feedback. Then we characterize an achievable rate region by giving lower and upper bounds which are close together. The results obtained generally exceed the capacity region of a MIMO MAC without cooperation. Abstract: Keywords: Multi-User Information Theory, Cooperative Communications An Alternative Approach for Formula Modelling in Security Metrics Rodrigo Sanches Miani, Felipe Marques Pires, Leonardo de Souza Mendes In: International Conference on Security and Cryptograp SECRYPT 2009 Milão, Itália Jul-2009 pp:381-386 Palavras-chave: Middleware, Ginga-NCL, Interativity, m- government. Avaliação da Análise Cepstral Generalizada Aplicada à Modelagem de Vogais Ramiro Roque Antunes Barreira, Fabio Violaro In: 7o Congresso de Engenharia de Áudio da AES Brasil São Paulo-SP Mai-2009 pp:1-6 This paper proposes an alternative approach to modelling the formula attribute within the context of security metrics. This approach seeks to correct past errors by treating a security metric like a set, and inserting a component that addresses the set intersection between the security elements. The work consists in to define the model, explain the differences Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Resumo: A análise cepstral generalizada é um ma abordagem unificada que inclui como casos particulares, dois métodos de análise de fala extensamente utilizados: as análises LP e cepstral. Na abordagem unificada, a atribuição de valor a um parâmetro γ, pode produzir r os casos LP (γ =-1), cepstral (γ =0), assim com mo análises com perfis intermediários (-1<γ <0). A escolha de γ influencia na 53 modelagem das ressonâncias e anti-ressonâncias produzidas no trato vocal quando excitado pela glote. Para se avaliar a modelagem do o espectro de fala pela análise cepstral generalizada, o método foi aplicado a diferentes vogais, atribuindo-se diversos valores a γ. Palavras-chave: Análise cepstral generalizada Bivariate Nakagami-q (Hoyt) Distribution Rausley Adriano Amaral de Souza, Michel Daoud Yacoub In: IEEE International Conference on Communications - 2009 Dresden, Alemanha Jun-2009 pp:1-5 New, exact expressions for the bivariate Nakagamiq (Hoyt) processes with arbitrary correlation in a nonstationary environment are derived. More specifically, the following are obtained: joint probability density function, joint cumulative distribution function, power correlation coefficient, and some statistics related to the signal-to-noise ratio at the output of the selection combiner, namely, outage probability and probability density function. The expressions are mathematically tractable and flexible enough to accommodate a myriad of correlation scenarios, useful in the analysis of a more general fading environment. Abstract: Keywords: Nakagami-q (Hoyt), Bivariate Distribution, Correlation, Combiner. Concatenated ZCZ Codes on CDMA Ad Hoc networks Tarciana Araujo Lopes, Márzio Geandre da Silva Rego, Renato Baldini Filho In: Tenth International Symposium on Communication Theory and Applications - ISCTA'09 Ambleside, Reino Unido Jul-2009 pp:1-6 This work analyzes the performance of concatenated zero correlation codes (ZCZ) on CDMA ad hoc networks. The presented study focus on a quasi-synchronous single-hop system achieved with a rough synchronization. In the proposed ad hoc network model, a possible combination of processing codes is carefully chosen to provide a performance enhancement, taking advantage of the interference free window (IFW). Simulation results using these spreading codes show to improve the performance of CDMA ad hoc networks in a multipath fading scenario. Abstract: Keywords: ZCZ codes, ad hoc. Distributed Power Control for QoS-flexible Services in Wireless Communication Networks. Fabiano Sousa Chaves, Mohamed Abbas-Turki, Hisham AbouKandil, João Marcos Travassos Romano In: 17 Mediterranean Conference on Control and Automation Thessaloniki, Grécia Jun-2009 pp:1-6 This paper proposes a distributed power control framework for wireless communication networks that is able to provide a flexible QoS with the introduction of a dynamic target QoS into a conventional (fixed) target tracking power control algorithm. The target QoS of individual terminals is automatically updated according to a given Abstract: 54 performance criterion. The distributed power control is formulated as a Linear Quadratic Regulator (LQR) problem, where system operating points are met according to channel quality and the choice of key parameters. Effectiveness of the LQR-based power control is analyzed and the influence of such parameters on the algorithm’s performance is investigated with the help of computer experiments. Keywords: Distributed power control, adaptive QoS, wireless systems, LQR control Efficient Traffic Routing for Current and Future Demands in Optical Networks Karcius Day Rosário Assis, Kelly Cristina da Cruz Silva, Marcio Sáenz Savasini, Helio Waldman In: 11 International Conference on Transparent Optical Networking - ICTON 2009 - ISBN: 9781424448265 Azores, Portugal Jul-2009 pp:1-4 We propose a linear formulation for traffic routing in optical networks after the Virtual Topology Design (VTD). The formulation maximizes the amount of traffic the network is able to accept, through minimizing the residual capacity in established lightpaths. The results suggest that it is feasible to preserve enough open capacity to avoid disruption of connections and blocking of future traffic demands in networks with scarce resources. Abstract: Keywords: optical networks, lightpath routing, virtual topology Estimating the Number of Audio Sources in a Stereophonic Instantaneous Mixture Everton Zaccaria Nadalin, Ricardo Suyama, Romis Ribeiro de Faissol Attux In: 7o Congresso de Engenharia de Áudio da AES Brasil São Paulo Mai-2009 pp:1-6 Resumo: In this work, we propose a method to count and locate sources in an underdetermined instantaneous mixture of audio signals in the stereo case. The main idea is to explore the sparseness and the mutual independence that most of the audio sources have. The proposed ICA/SCA-based algorithm has an interesting advantage with respect to other SCA solutions in that some of the sources do not necessarily need to be sparse. Palavras-chave: Sparse component analysis, independent component analysis, blind identification, audio signal processing Estudos sobre uma Ferramenta de Classificação Automática de Gêneros Musicais Erica Moura Pereira, Jayme Garcia Arnal Barbedo, Amauri Lopes In: 7º Congresso de Engenharia de Áudio da AES Brasil São Paulo, SP Mai-2009 pp:1-8 Resumo: Este trabalho apresenta alguns estudos sobre um classificador automático para sinais musicais proposto na literatura, o qual se distingue pelas soluções inovadoras e pelo desempenho. Os objetivos foram as análises da viabilidade de ampliação da aplicabilidade do classificador em taxonomias distintas daquela usada pelos autores e da possibilidade de redução do esforço computacional Sinopse da FEEC para treinamento. Os estudos sobre aplicabilidade usaram uma taxonomia menor que a original e o desempenho alcançado foi similar a àquele presente na literatura. Concluímos, então, que o classificador pode se aplicado a taxonomias distintas daquela original. O novo processo de treinamento proposto permitiu reduzir o esforço computacional e ainda manter o desempenho original do classificador. Improved method for evaluation of Network Protection and Throughput in optically Switched Metropolitan Networks Indayara Bertoldi Martins, Luiz Henrique Bonani, Felipe Rudge Barbosa, Edson Moschim In: The Fifth Advanced International Conference on Telecommunications Venice, Itália May-2009 pp:1-4 Abstract: In this work we investigate the performance of optical packet/burst switched (OPS/OBS) architectures connected as mesh and as ring topologies, for future optical metropolitan networks. Network throughput and protection to link failure under uniform traffic distribution for all nodes is investigated in order to evaluate the sensitivity of OPS/OBSN performance. Our results are based on analysis of simulations and comparison between various mesh (Manhattan St. type) and ring topologies. We also consider the detailed traffic distributions over the network links and the impact caused by failure of more or less loaded links, thus providing a way to select links that require protection. classificação de sinais musicais, processamento de sinais de áudio, processamento digital de sinais. Palavras-chave: Evaluation of Quality and Security of a VoIP Network based on Asterisk and OpenVPN Dherik Barison, Rodrigo Sanches Miani, Leonardo de Souza Mendes In: International Conference on Security and Cryptograp SECRYPT 2009 Milão, Itália Jul-2009 pp:144-147 Abstract: The proposed work is to verify the performance and security of different cryptographic algorithms in a encrypted VPN (Virtual Private Network), created to provide confidentiality in the network VoIP traffic. The performance tests of the algorithms will occur in various network scenarios, simulating some problems like latency, packet loss, out of order packets, among others. The test architecture consists of: use of the SIPp software for communication between clients, an Asterisk server to intermediate the calls and the OpenVPN software, which will be responsible to create the virtual private network and provide the cryptography necessary for this work. Keywords: Photonic Switching, Network Protection, Optical Fiber Communications Interference Mitigation Using Widely Linear Array Adilson Chinatto, Cynthia Cristina Martins Junqueira, João Marcos Travassos Romano In: 17 EUSIPCO 2009 - European Signal Processing Conference Glasgow, Escócia Aug-2009 pp:1-6 Abstract: Widely Linear Processing (WLP), proposed by Brown and Crane in 1969, has recently received a great deal of attention, in particular due to its potential of application in some important problems in array processing. The present work investigates the implementation of the linearly constrained minimum variance (LCMV) algorithm proposed by Frost in the context of widely and strictly linear processing. The results are compared with those obtained via MVDR widely and strictly linear processing. Generalização de emparelhamento de arestas de polígonos hiperbólicos relacionados à tesselação {12g-6,3} Mercio Botelho Faria, Reginaldo Palazzo Jr. In: Colóquio Brasileiro de Matemática. Rio de Janeiro, RJ Jul-2009 pp:1-6 Resumo: O principal objetivo deste trabalho é apresentar a generalização de três emparelhamentos de arestas de polígonos com 12g-6 arestas representando superfícies de Riemann compactas, orientáveis de gênero g. Mostramos que todos os ciclos de vértices têm comprimento 3 sendo, portanto, domínios fundamentais da tesselação {12g-6, 3}. Sabemos que para g = 2 existem somente oito emparelhamentos. Para g = 3, 4 e 5 o número de emparelhamentos tem 5, 7 e 10 dígitos, respectivamente. A relevância deste problema está associada à relevância do problema de empacotamento de esferas com implicações importantes em codificação de canal bem como na construção de constelações de sinais digitais. A relevância de tais resultados para o empacotamento de esferas, está no fato que um reticulado hiperbólico do tipo {12g - 6, 3} fornece um empacotamento ótimo com relação à densidade de empacotamento no plano hiperbólico e, portanto, relacionado a códigos reticulados com probabilidade de erro mínima, equivalentemente, códigos ótimos. Por outro lado, para g → ∞ as densidades de empacotamento e de cobertura, do referido reticulado, atingem o valor máximo apresentado por Toth. Daí, nosso interesse em explorar os emparelhamentos de arestas de polígonos, em particular os polígonos hiperbólicos com 12g-6 arestas que estejam associados à tesselação {12g-6, 3}. Keywords: Widely linear Processing, Array Processing, Interference Mitigation MATVOX - Compilador de Uso para Deficientes Visuales Julián Mauricio Prada Sanmiguel, Luiz Cesar Martini In: 5th IEEE Colombian Workshop on Robotics and Automation CWRA Bogotá, Colombia Jul-2009 pp:1-3 Palavras-chaves: Emparelhamento de arestas de polígonos hiperbólicos, códigos geometricamente uniformes, empacotamento de esferas, geometria hiperbólica. Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 The lack of computational mathematics with applications designed for the visually impaired has not allowed these people to study and perform work in areas of the exact sciences. This paper describes mainly the development of a mathematical compiler, which allows visually impaired people can implement mathematical algorithms from the text editor of a free program called DOSVOX available specifically for people with special needs. Resumo: inclusão calculadora programável. Palavras-chave: digital, deficiente visual, 55 Multi-Hop Aggregate Information Efficiency in Wireless Ad Hoc Networks Pedro Henrique Juliano Nardelli, Giuseppe Abreu, Paulo Cardieri In: IEEE International Conference on Communications - 2009 Dresden, Alemanha Jun-2009 pp:1-6 We introduce multi-hop aggregate information efficiency (MIEA), a comprehensive metric that captures several performance-affecting factors of wireless ad hoc networks in a unified formulation. This metric is then employed to analyze such networks with respect to their spectral efficiencies, network loads, and hopping strategies. The analysis reveals that the hopping strategy that achieves maximum information efficiency is that of multiple short hops with no more than a single packet retransmission allowed at each hop, as opposed to the alternative of fewer long-haul hops with multiple packet retransmissions. The implementation of that preferred strategy withstanding, it is found furthermore that the most efficient networks typically exhibit about 65% of link outage probability, which corroborates similar findings obtained in different network settings and using different metrics. Bearing in mind that link outage is a function not only of deterministic parameters such as node density, but also of design parameters such as modulation, our analysis also shows that the modulation scheme that optimizes the aggregate information efficiency is in fact a function of node density. In that respect, our metric and method is shown to be useful to determining the modulation scheme that optimizes the performance of a network with a certain node density. Abstract: Keywords: aggregate information efficiency, ad hoc networks, multi-hop transmission, performance analysis. Numerical Modeling Challenges for Guide-Wave Photonic Device Simulations Hugo Enrique Hernández Figueroa, Marcos Sérgio Gonçalves, Luciano Prado de Oliveira In: Photonics North 2009-Réal Vallée(Ed.) Quebec, Canadá May-2009 pp:1-6 An overview of current research efforts to reduce the computer time of the solution of sparse linear systems and to develop stable explicit schemes with unstructured meshes will be discussed in this talk. A way to overcome such challenges involve the proposal of new finite element functions which satisfy local conservation laws, able to improve the sparse matrices conditioning and capable to eliminate the spurious solutions which are responsible for the instability of time domain propagation schemes. Abstract: Keywords: waveguides, computational electromagnetics, finite elements, photonics, integrated optics On Performance of Channel Estimation Algorithms for STC-OFDM Systems in Non-linear Channels Luciano Leonel Mendes, Renato Baldini Filho In: Tenth International Symposium on Communication Theory and Applications - ISCTA Ambleside, Reino Unido Jul-2009 pp:1-6 56 Abstract: Generally, a linear interpolation al-gorithm is applied between adjacent pilot subcarriers to estimate the overall frequency response of OFDM channel. However, the mobility of the receiver and the nonlinearity introduced by the power amplifier at the transmitter can affect significantly the performance of the linear interpola-tion algorithms. The aim of this paper is to analyze the performance of those algorithms in presence of non-linearities, mobility and space-time diversity. Non-linear estimation, diversity. Keywords: channels, OFDM, chan-nel Power Control with Adaptive QoS for Wireless Communications Networks Fabiano Sousa Chaves, Mohamed Abbas-Turki, Hisham AbouKandil, João Marcos Travassos Romano In: European Control Conference 2009 - ECC’09 Budapest, Hungria Aug-2009 pp:1-6 A distributed automatic control solution for power allocation of wireless communication networks is proposed in this paper. The objective is to combine the best features of both conventional and opportunistic power control, namely, fairness and opportunism on the QoS provision. In a first step, the Distributed Power Control (DPC) problem is formulated as a Linear Quadratic Regulator (LQR) problem. Desired QoS and transmitter power are introduced in the model and an autonomous adaptive operation mode is designed to allow suitable operation under different network conditions. In the sequence, methods of mixed H2/H-infinity control are applied to provide robust, but not overconservative algorithms. Computer simulations illustrate the capability of the proposed algorithms in managing the trade-off between fairness and opportunism, so as their robustness with respect to practical impairments. Abstract: Keywords: Distributed power control, adaptive QoS, mixed H2/H-infinity control, wireless systems Process Recognition of Human Íris: Fast Segmentation Approach Roger Fredy Larico Chávez, Vicente Idalberto Becerra Sablon, Yuzo Iano In: IV SIACG 2009 - IV Iberoamerican Symposium in Computer Graphics Isla Margarita, Venezuela Jun-2009 pp:228-235 In order to develop a fast algorithm for iris recognition, it.s necessary to properly acquire and segmentate the image with little loss of information. In this work, we present a detailed algorithm of fast segmentation of the texture of the iris. To achieve that, it is used an iterative search outline of the centers and concentric rays, as well as an application of Gaussian noise and medium filters to get reliable results. The achieved results are compared with the published algorithms and evaluated. The algorithm presents superior performance in relation to processing speed as well as an improvement of the recognition precision. Abstract: Sinopse da FEEC Keywords: Iris Recognition, biometric, algorithms, segmentation, detection of circles, processing of signs. Self-Adaptive Distributed Power Control for Opportunistic QoS Provision in Wireless Communication Networks Fabiano Sousa Chaves, João Marcos Travassos Romano, Mohamed Abbas-Turki, Hisham Abou-Kandil In: SPAWC 2009 - The 10th IEEE Workshop on Signal Processing Advances in Wireless Communications Perugia, Italia Jun-2009 pp:1-6 Abstract: Emerging wireless communication networks are required to provide data services which tolerate large variations of link quality. Such applications allow flexible power control procedures. In this paper, we approach the distributed power control problem from an automatic control point of view. A new framework for opportunistic power control is proposed, where the target quality of service at each link is determined by a linear quadratic regulator controller according to a given self-adaptive criterion. Stability and convergence of proposed framework are analytically guaranteed, while its performance is confronted with other algorithms through computer simulations. que reúne artigos de profissionais que ministraram aulas nos cursos de Estruturação de Núcleos de Inovação Tecnológica. Computer Engineering Unsupervised Signal Processing: Deconvolution, Indentification, and Separation. Romis Ribeiro De Faissol Attux,Charles Casimiro Cavalcante,Joao Marcos Travassos Romano,Ricardo Suyama Taylor & Francis Group - ISBN: 9780849337512 CRC Press Aug-2009 pages:340 Abstract: Unsupervised Signal Processing: Deconvolution, Identification, and Separation provides a unified and systematic presentation of topics such as blind equalization, source separation, and unsupervised as well as nonlinear adaptive filtering. Extending classical results in literature, this book addresses new issues on static and dynamic convergence of Bussgang algorithsm. It explores emergent trends like neuro-fuzzy systems and evolutionary algorithms. The text pays special attention to the equivalence relations between the different unsupervised criteria, including the relationships with Wiener theory. It also includes applications to wireless communications and MIMO systems. Keywords: Distributed power control, adaptive QoS, wireless systems, LQR control TV Digital Móvil utilizando Middleware Ginga-NCL en Aplicaciones de Gobierno Electrónico Vicente Idalberto Becerra Sablon, Edwar Andres Velarde Allazo, Yuzo Iano In: 7 LACCEI 2009, Seventh LACCEI International Latin American and Caribbean Conference San Cristobal, Venezuela Jun-2009 pp:1-6 Electrical Energy Máquinas Elétricas e Acionamento Edson Bim Campus - ISBN: 8535230297 Editora Elsevier Rio de Janeiro v:1 Jul-2009 pages:480 Máquinas Elétricas e Acionamento é livrotexto base para a disciplina Máquinas Elétricas e Conversão Eletromecânica de Energia presente em todos os cursos de Engenharia Elétrica. Com uma linguagem mais próxima ao aluno, ricamente ilustrado e utilizando diversos exemplos de máquinas elétricas existentes no mercado brasileiro, o livro cobre toda a ementa da disciplina e ainda estende a abrangência para os alunos interessados em ampliar seus conhecimento. Dentro os tópicos desenvolvidos no livro estão Circuitos Magnéticos, Transformadores, Princípios de Conversão Eletromecânica de Energia, Configuração básica e Princípios de Máquinas Elétricas, Máquinas de Corrente Contínua, Máquinas de Indutância, Geração de Torque e até uma introdução ao controle vetorial de máquinas. Resumo: Abstract: Este artículo presenta las tecnologías necesarias para la implementación de aplicaciones interactivas en el área de M-Government sobre TV digital móvil, para su implementación utiliza el ambiente declarativo del middleware del Sistema Brasilero de Televisión Digital (SBTVD), donde la utilización del Ginga-NCL es obligatorio en dispositivos portátiles sobre una plataforma particular, proponiendo su utilización en un escenario, de dialogo entre el gobierno y la población. Keywords: Middleware, Ginga-NCL, Interactiva, Android, M-Government. Book Automation Transferência de Tecnologia – Estratégias para a Estruturação e Gestão de Núcleos de Inovação Tecnológica Palavras-chave: Circuitos Magnéticos, Transformadores, Princípios de Conversão Eletromecânica de Energia, Configuração básica e Princípios de Máquinas Elétricas, Máquinas de Corrente Contínua, Máquinas de Indutância, Geração de Torque, Controle vetorial de máquinas. Marli Elizabeth Ritter dos Santos, Patricia Tavares Magalhaes de Toledo, Roberto de Alencar Lotufo Editora Komedi Jun-2009 pages:353 O livro Transferência de Tecnologia – Estratégias para a estruturação de Núcleos de Inovação Tecnológica é uma publicação do projeto InovaNIT em parceria com o FORTEC e financiamento FINEP, Resumo: Book Chapter Electronic, Opto-electronic, Micro-electronic 1 - Nascimento da Eletrônica, 1907 Vitor Baranauskas Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 57 In: Fatos que mudaram nossa forma de ver o universo - Memória Hoje -- Instituto Ciência Hoje(Ed.) Instituto Ciência Hoje Rio de Janeiro, RJ v:2 Jul-2009 pp:192196 Na virada do século 19 para o século 20, cientistas e engenheiros tentavam desenvolver um equipamento que permitisse a recepção de ondas eletromagnéticas capazes de transportar sinais de voz As pesquisas foram impulsionadas pelo sucesso do inventor italiano Guglielmo Marconi ao realizar, em 1901, a primeira transmissão telegráfica sem fio entre o Canadá e a Inglaterra. Em 1907, o físico norteamericano Lee De Forest revolucionou os dispositivos que eram construídos até então ao adicionar a uma ampola de gás um terceiro eletrodo além do catodo e do anodo. Após alguns aperfeiçoamentos, surgia a válvula audion, responsável pelo desenvolvimento das indústrias das transmissões radiofônicas, que mudaram os hábitos em todo mundo. Resumo: Palavras-chave: Ciência-História, Literatura Científica, Válvulas, Rádio, Telecomunicações. Computer Engineering A Institucionalização de Núcleos de Inovação Tecnológica e a Experiência da Inova Unicamp Roberto de Alencar Lotufo In: Transferência de Tecnologia – Estratégias para a Estruturação e Gestão de Núcleos de Inovação Tecnológica -- Marli Elizabeth Ritter dos Santos, Patricia Magalhães de Toledo, Roberto de Alencar Lotufo(Ed.) - ISBN: 978-85-7582-483 Editora Komedi Campinas-SP Jun-2009 pp:41-74 Palavras-chave: Inovação Tecnológica, Núcleo de Inovação Tecnológica. Alfabetização produz leitura orofacial? Evidência transversal com ouvintes de 1ª a 3ª séries da Educação Infantil, e de coorte (transversallongitudinal) com surdos de 4ª a 8ª séries do Ensino Fundamental Fernando Cesar Capovilla, José Mario De Martino, Elizeu Coutinho de Macedo, Cibele Cecconi de Sousa e Sousa, Luiz Eduardo Graton Santos, Karina Maki In: Atualização em Transtornos de Aprendizagem -- José M. Montiel ; Fernando C. Capovilla(Ed.) - ISBN: 978-85-36701080 Editora Artes Médicas São Paulo Mai-2009 pp:497-540 Resumo: Um teste computadorizado de avaliação da habilidade de leitura orofacial foi aplicado a alunos ouvintes da Educação Infantil (EI) e a alunos surdos do Ensino Fundamental (EF), com o objetivo de explorar, em surdos e ouvintes, a relação entre alfabetização e leitura orofacial. Dois estudos foram conduzidos: O Estudo 1 avaliou, em 27 alunos surdos de 8ª. série do Ensino Fundamental (EF), a relação entre leitura orofacial, leitura e escrita alfabéticas, e compreensão de sinais da Libras. Esses alunos surdos de 8ª. série do EF, foram avaliados nas versões revisadas e computadorizadas de testes de competência de leitura de palavras e pseudopalavras (TCLPP-revis-comp), compreensão de leitura de sentenças (TCLS-revis-comp), vocabulário de sinais da Libras (TVRSLrevis- omp), habilidade de nomear figuras por escolha de palavras (TNF-Escolha-revis- 58 comp v. 1 e 2) e por escrita à mão livre (TNF-Escritarevis-comp v. 1 e 2),e habilidade de nomear sinais da Libras por escolha de palavras (TNS-Escolhareviscomp v. 1) e por escrita à mão livre (TNS-Escritarevis-comp v. 1 e 2). Esses mesmos 27 alunos surdos também haviam sido avaliados nas mesmas habilidades quatro anos antes, quando ainda estavam na 4ª. série do EF. Resultados revelaram que, nas crianças surdas, a habilidade de leitura orofacial está fortemente correlacionada de modo positivo e significativo com as seguintes habilidades ordenadas de modo decrescente: 1) escrever nomes de figuras (TNF-Escrita), 2) escolher nomes de figuras (TNFEscolha), 3) compreender sentenças escritas (TCLS), 4) escolher nomes de sinais (TNS-Escolha), 5) escrever nomes de sinais (TNS-Escrita), e 6) reconhecer e decodificar palavras e pseudopalavras (TCLPP). Não houve qualquer correlação entre habilidade de leitura orofacial e vocabulário em Libras. Comparando os dados desses surdos nas versões computadorizadas em 2008 com os dados desses mesmos surdos coletados 4 anos antes nas versões originais dos mesmos testes, foi descoberto que as habilidades precursoras da leitura orofacial (aquelas que, na 4ª. série, melhor predisseram a leitura orofacial na 8ª. série) foram, em ordem decrescente, as habilidades de: 1) escrever os nomes de figuras (TNFEscrita), 2) ler os nomes de figuras (TNF-Escolha), 3) compreender sentenças escritas (TCLS), e 4) reconhecer e decodificar itens escritos isolados (TCLPP). Novamente, não houve correlação entre habilidade de leitura orofacial e vocabulário em Libras. O Estudo 2 avaliou, em 43 alunos ouvintes de 1ª., 2ª. e 3ª. séries da Educação Infantil (EI), a relação entre: 1) a habilidade de leitura orofacial, avaliada por meio da versão revisada e computadorizada da Forma 1A do Teste de Vocabulário em Português por Leitura Orofacial (TVPlofrevis- comp), 2) a memória de reconhecimento visual, avaliada por meio do Teste de Memória de Reconhecimento de Figuras (TCMRF), e 3) a compreensão de palavras ouvidas, por meio do Teste de Vocabulário por Figuras USP (TVFUsp92). Resultados revelaram que as crianças ouvintes só apresentam habilidade de leitura orofacial significativamente acima do acaso a partir da 3ª. série da EI, aos 6 anos de idade, quando estão sendo alfabetizadas, e que o vocabulário receptivo visual em Português por leitura orofacial se correlaciona de modo positivo significativo com o vocabulário receptivo auditivo em Português. Os dados dos dois estudos sugerem que a habilidade de leitura orofacial é promovida pela alfabetização, tanto em ouvintes quanto em surdos, o que corrobora achados prévios (Capovilla, Sousa-Sousa, et al., 2008) de que a habilidade de leitura orofacial das palavras é diretamente proporcional ao grau de frequência de ocorrência das mesmas palavras escritas (i.e., à sua familiaridade ortográfica). Sinopse da FEEC Palavras-chave: Leitura orofacial; Língua de Sinais Brasileira; Educação para o portador de deficiência auditiva. Unicamp Campinas - SP Jun-2009 The objective of the meeting is to gather mathematics professors, engineering professors, mathematicians, engineers, specialists in mathematics for engineering education and representatives from the industry with strong emphasis in innovation (Petrobras, Embraer, Whirlpool-Embraco, etc.) to discuss new trends in the teaching of mathematics for engineering students, with particular attention to the situation created by an increasingly globalized engineering practice. Abstract: What We Are Learning from Neurosciences about Decision-Making: A Quest for Fuzzy Set Technology Armando Freitas da Rocha, Fernando Antonio Campos Gomide, Witold Pedrycz In: Views on Fuzzy Sets and Systems from Different Perpectives Philosophy and Logic, Criticisms and Applications -- Rudolf Seising(Ed.) - ISBN: 9783540938019 Springer-Verlag Berlin May-2009 doi: 10.1007/978-3-540-938026_17 Abstract: Classic decision theory asserts that decision makers should choose the option that offers the highest expected value. Daniel Bernoulli [24] (Trepel, Fox and Poldrack, 2005) suggested that people do not evaluate options by their objective value but rather by their utility and conjectured that appropriate choices are those for which the expected utility is maximum. Bernoulli also argued that utility functions should to be a concave function because he assumed that the marginal utility decreases as the assets increases. Telecommunication and Telematic Master's dissertations Automation HEURISTIC METHODS FOR OPTIMAL ALLOCATION OF MAINTENANCE RESOURCES ON ELECTRIC POWER DISTRIBUTION NETWORKS Metodos heurísticas para Alocação Ótima de Recursos de Manutenção para Redes de Distribuição de Energia Elétrica. Eduardo Tadeu Bacalhau Supervisor: Christiano Lyra Filho (DENSIS) Defense date: May,07 2009 This work is concerned with the optimal allocation of maintenance resources on electric power distribution networks. The mathematical model represents the main components of the network, their interrelationships for the operation of the network, their reliabilities and the changes in condition due to maintenance procedures. The objective of the optimization process is the reduction of maintenance costs under constraints of reliability, during a given planning period. The best maintenance strategies can be obtained from the solution of a mixed integer combinatorial optimization problem, with continuous and discrete variables. The main contribution of the present work is the development hybrid heuristics that are able to obtain better solutions for the problem, with respect to previous approaches. Three hybrid heuristics are developed, based on the depth first, breath first and simulated annealing state space searches. Case studies compare the three approaches with a hybrid genetic algorithm previously proposed to address the problem. The analysis of results highlights the benefits of each approach Abstract: Channel Equalization Techniques for Wireless Communications Systems Cristiano M. Panazio, Aline Oliveira Neves, Renato da Rocha Lopes, João Marcos Travassos Romano In: Optimizing Wireless Communication Systems -- Francisco Rodrigo Porto Cavalcanti, Sören Andersson(Ed.) - ISBN: 978-14419-0154-5 Springer New York-USA Jul-2009 pp:311-352 doi: 10.1007/978-14419-0155-2_8 Abstract: This chapter presents an overview of techniques related to the problem of equalization for wireless systems. The hereby desired recovery of coded symbols transmitted through a propagation channel is treated for the SISO scenario as well as for the SIMO (beamforming) case. Techniques for channel identification and tracking are discussed together with means to handle time-dispersive channels using either time- or frequency-domain techniques. Furthermore, case studies exemplify typical equalization solutions for wireless systems in use today. Finally, the chapter discusses the concept of – and principles for turbo-equalization, that is, equalization structures that achieve near-optimal performance by jointly performing equalization and decoding. Equalização linear, equalização com realimentação de decisão, equalização turbo, beamforming, equalização adaptativa. Keywords: Reliability engineering, Electric Power, Heuristic, Optimization, Simulated annealing (Mathematics) Keywords: Event Organization Electrical Energy TRAIN REGULATION FOR MASS TRANSIT SYSTEMS Regulação de trens em sistemas metroviários. Wagner Schalch Mendes Supervisor: Rafael Santos Mendes (DCA) Defense date: May,07 2009 Trends in Mathematics for Engineering Education Alberto Luiz Serpa, Jose Roberto de Franca Arruda, José Pissolato Filho, Milton da Costa Lopes Filho, Sonia Maria Gomes, Philippe Remy Bernard Devloo Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 The train regulation problem is of particular importance among the scheduling problems found in mass transit systems, being characterized by trains running in urban regions taking passengers from one Abstract: 59 location to another. If the desired headway between trains, dwell-times in platforms and running times between platforms are determined and known a-priori, the steady state solution (timetable) can be calculated. However, real systems are subject to disturbances such as passengers preventing doors from closing, mechanical or electrical failures, etc., that can deviate the trains from the steady state. In this context, this work is concerned with the determination of a control law, i.e., a law for the determination of the arrival and departure times of each train on each platform in the system's cycles in order to reestablish and maintain the timetable (reference solution). The proposed control law is based on max-plus algebra concepts. The desired arrival and departure times of each train on each platform are calculated from the last occurrence instants of the system's events and from a set of matrices defined in max-plus algebra Keywords: Feedback control system, Control theory, City transportation, Subways HEURISTICS FOR INTEGER PROGRAMMING WITH FEASIBLE AND INFEASIBLE SEARCH TRAJECTORIES Heurísticas para programação inteira com trajetórias de busca factíveis e infactíveis. André Kazuo Takahata Supervisor: Vinícius Amaral Armentano (DENSIS) Defense date: May,08 2009 In this work we develop a set of generic search heuristics for solving combinatorial optimization problems formulated as linear integer programming models, using the XPRESS optimization package. This is a recent theme, in which efforts have been made in order to ;combine the flexibility offered by heuristics and the expressive advances achieved in the ;development of optimization solvers so as to obtain high quality solutions in a short time. ;The proposed heuristics are based on rounding solutions located on the rays of a cone ;whose vertex is associated with the optimal solution of the linear programming relaxation, and in ;feasible and infeasible trajectories relative to the frontier of such relaxation. This approach is ;motivated by its geometric appeal and by the success of similar approaches in heuristics for ;solving combinatorial problems. This work describes the development and implementation of the ;heuristics and presents computational tests on instances from literature. Abstract: Keywords: Integer programming, Heuristic, Combinatorial optimization CONSTRAINED CONTROL PROBLEM WITHIN A FINITE HORIZON OF MARKOVIAN JUMP DISCRETE LINEAR SYSTEMS Controle em horizonte finito com restrições de sistemas lineares discretos com saltos markovianos. Abstract: The purpose of this work is to propose and solve the constrained control problem within a finite horizon of Markovian Jump Discrete Linear Systems (MJDLS) driven by noise. The constraints of the state and control vectors are not rigid and limits are established respectively to their first and second moments. The controller is based on a linear state feedback structure and shall minimize a quadratic cost function. Two cases regarding the available information of the Markovian chain states are considered: firstly the Markov chain states are known at each step and secondly only its initial probability distribution is available. A deterministic formulation to the stochastic problem is developped in order that the proposed necessary optimality conditions and the constraints are easily included by using Linear Matrix Inequalities (LMI). The constraints consideration constitutes the main contribution, since they are pertinent to several application fields as for example chemical industry, mass transportation, economy etc. Two applications are presented for ilustration: one refers to metro lines traffic regulation and another refers to the financial investment income control Keywords: Stochastic processes, Markov processes, Linear systems CONTROL VARIATION AS A SOURCE OF UNCERTAINTY Variação do Controle como Fonte de Incerteza. André Du Pin Calmon Supervisor: João Bosco Ribeiro do Val (DT) Defense date: May,22 2009 This dissertation presents a theoretical framework and the control strategy for discrete-time stochastic systems for which the control variations increase state uncertainty (CVIU systems). This type of system model can be useful in many practical situations, such as in monetary policy problems, medicine and biology, and, in general, in problems for which a complete dynamic model is too complex to be feasible. The optimal control strategy for a multidimensional CVIU system associated with a convex cost functional is devised using dynamic programming and tools from nonsmooth analysis. Furthermore, this strategy points to a region in the state space in which the optimal action is of no variation (the region of no variation), as expected from the cautionary nature of controlling underdetermined systems. Numerical strategies for obtaining the optimal policy in CVIU systems were developed, with focus on the single-input input case evaluated through a quadratic cost functional. These results are illustrated through a numerical example in economics Abstract: Keywords: Stochastic control, Non-Linear systems, Dynamic programming, Economic models, Convex programming Walter Furloni Supervisor: João Bosco Ribeiro do Val (DT) Defense date: May,22 2009 60 Sinopse da FEEC FORECAST OF SEASONAL STREAMFLOW SERIES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR MODELS ADJUSTED FOR BIO-INSPIRED ALGORITHMS Previsão de series de vazões com redes neurais artificiais e modelos lineares ajustados por algoritmos bio-inspirados Abstract: For years, the human consciousness has challenged scientists from several areas of knowledge. In computer science, over the last decade, a significant growth in the number of studies about artificial consciousness has been observed. The architecture Baars-Franklin, developed by Stan Franklin, is a computational promising approach which is inspired by the Bernard Baars' global workspace theory. This work aims to discuss this technology and verify its advantages and disadvantages. Due to the intrinsic multidisciplinary characteristic of the study of artificial consciousness, first of all, the main general theories about consciousness are presented. After that, the most relevant studies about artificial consciousness are surveyed. Finally, the architecture Baars-Franklin is applied to control a virtual creature in an autonomous navigation problem. This dissertation brings some theoretical contributions, aggregating theories from other areas of knowledge, clarifying the architecture Baars-Franklin and showing a practical case study of the application of this model in order to build an autonomous agent Hugo Valadares Siqueira Supervisor: Christiano Lyra Filho (DENSIS) Defense date: Jun,26 2009 The Electric System is one of the pillars of technological and industrial development of a nation. Thus, it is necessary to manage in an efficient manner all necessary resources to obtain electrical energy. Water resources become essential since the Brazilian generator park is predominantly hydraulic. In this context, the study of prediction of the streamflow series of hydroelectric dams has become a field of research highly relevant to the planning of energy generation in Brazil. The models used by the electric sector are called models of Box & Jenkins, which requires pre-processing of input data due to the seasonality found in streamflow throughout the year. This work uses a range of forecasting models to compare performance in the problem of monthly averages streamflows series approached, in different periods, the hydroelectric power plant of Furnas. Among the linear models, it is proposed to use one of a statistical model, the autoregressive and moving average (ARMA), taking their coefficients calculated by bio-inspired algorithms: genetic algorithm and two proposed of immunological algorithms, one based on small changes in CLONALG and opt-aiNet. Then, a recurrent linear filter with the infinite impulse response (IIR) has its coefficients calculated by the optimization algorithms above. At the non-linear part, it is the approach of applying artificial neural networks of the type of multi-layer perceptron (MLP), using the algorithm of the modified scaled conjugate gradient for training. Finally, an echo states network is used in the problem, with two training algorithms: the proposal of Ozturk and of Consolaro. The experimental results show the applicability of bioinspired tools and, in many cases, the importance of the loop of feedback. For the non-linear case, it was not possible to obtain significant results for the MLP, while the ESN's have shown some promising results. Abstract: Keywords: Artificial intelligence, Cognitive science, Intelligent agents (computer software), Simulation (Computer), Consciousness IMPULSE CONTROL WITH LIQUID LEVEL LIMITS AND MINIMIZATION OF ACTUATIONS Controle Impulsional para Limitação da Variação de Nível com Minimização das Atuações. Nathalie Carvalho Pinheiro Supervisor: João Bosco Ribeiro do Val (DT) Defense date: Jul,30 2009 Time-series analysis, Neural networks (Computer science), Evolutionary computation, Forecasting hydrological Keywords: ANALYSIS OF BAARS-FRNKLIN ARCHITECTURE OF ARTIFICIAL CONSCIOUSNESS APPLIED TO A VIRTUAL CREATURE Análise da Arquitetura Baars-Franklin de Consciência Artificial Aplicada a uma Criatura Virtual. Ricardo Capitanio Martins Da Silva Supervisor: Ricardo Ribeiro Gudwin (DCA) Defense date: Jul,15 2009 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: The high costs in offshore oil production are reduced with the use of an innovative system which has been developed by Petrobras, the Brazilian oil company. Called VASPS (Vertical Annular Separation and Pumping System), it consists of an undersea gas/liquid separator. This work presents a strategy for the liquid level adjustment in the VASPS tank, which is subject to uncertain liquid inflow. This is far from a strict control regulator problem, since the liquid level may drifts freely inside an operation range. Although, in one hand, it is necessary to account for a risky operation near the limits, on the other hand, acting freely and continuously in the controlled pump may drastically shorten the lifetime of the equipment. To prevent premature worn with halt in the oil production, the control input variations should be meager. We propose a stochastic impulse control for varying the outflow pump speed. This formulation is transformed in a sequence of iterated optimal stopping problems, which results in a sequence of variational inequalities. We employ the numerical method called Mean Value Scheme (MVS) to solve this type of problem. This monograph introduces impulse control to the resevoir level adjustment of VASPS, together with the application of the MVS to its solution 61 Keywords: Stochastic control theory, Stochastic partial differential equations, Multiphae flow ALGORITHM FOR SOLVING THE FUZZY MULTICOMMODITY FLOW PROBLEM Algoritmo para Resolução do Problema de Fluxo Multiproduto Fuzzy. Juliana Verga Supervisor: Akebo Yamakami (DT) Defense date: Aug,28 2009 The graph theory is commonly used in the area of engineering to solve problems that can be represented in the form of nets. Among several problems, the multicommodity flow problem is one that can be modeled by graphs. This work presents an approach for solving the fuzzy multicommodity flow problem. The problem was modeled through a graph whose nodes represent points of supply and demand of commodities, which pass through arcs of the network. Our algorithm aims to find a set of good feasible solutions for the fuzzy multicommodity flow problem in networks with uncertainties in the costs and capacities, containing multiple origins and multiple destinations. The uncertainties are modeled by means of the fuzzy sets theory, which has been successfully applied to problems with uncertainties Abstract: Keywords: Graph theory, Fuzzy numbers, Fuzzy sets, Fuzzy algorithms Supervisor: José Antonio Siqueira Dias (DEMIC) Defense date: May,18 2009 Although significant savings in electrical energy are achieved with commercially available solar water heaters, they do not present a good performance in days that the radiation is not good, because the boiler is filled with cold water whenever the hot water is used. In this work, a new solar heating system, which minimizes the use of electrical energy, is proposed. The proposed system uses a fuzzy controller that analyzes the intensity of solar radiation, the temperature of the water inside the boiler and the volume of water inside the boiler, to actuate on a On/Off valve which controls the boiler's input of cold water. Two solar heating systems were modeled: a conventional system and the new proposed system with the fuzzy controller; and their efficiencies were compared using computer simulations. The obtained results show that the proposed system with the fuzzy controller presents a much higher performance when compared to the traditional system. Simulation results indicate that for a three winter days period, with low intensity solar radiation, the conventional system consumed 10.08 kwh of electrical energy while the proposed system needed only 1.86 kwh to achieve the same performance Abstract: Keywords: Fuzzy Logic, Solar water heaters, Solar ROBUST STATIC OUTPUT FEEDBACK CONTROLLERS FOR UNCERTAIN LINEAR DISCRETE-TIME SYSTEMS Realimentação de saida robusta a partir de controladores dependentes de parametros para sistemas lineares incertos discretos no tempo Heber Rocha Moreira Supervisor: Pedro Luís Dias Peres (DT) Defense date: Aug,28 2009 This thesis deals with one of the most important open problems in control theory, the design of static output feedback controllers. The main contribution is to propose a method to compute robust static output feedback controllers for uncertain linear discrete-time systems, using a state feedback controller as an input parameter for the method. Additionally, the results are extended to cope with H2 static output feedback control design. The synthesis conditions are formulated in terms of a convex optimization procedure, based on a finite set of linear matrix inequalities. Numerical examples are presented to illustrate the effectiveness of the proposed approach compared to other methods available in the literature. Abstract: Keywords: uncertain linear discrete-time systems, control theory Heating, Solar collectors POINT OF SALES OF ELECTRICAL ENERGY USING PRE-PAID INDUCTIVE CARD Ponto de venda de energia elétrica com cartão indutivo pré-pago. Paulo Henrique De Oliveira Lopes Supervisor: José Antonio Siqueira Dias (DEMIC) Defense date: May,22 2009 The increasing in pollution caused by combustion engines in large cities has motivated the search for new technologies to replace these engines, and the electrical vehicle is a promissing alternative in the near future. However, one of the problems that remains to be solved is charging these vehicles in the streets. This works presents the design, development and implementation of a pre-paid point of ;sale of electrical energy equipment which uses inductive cards. The developed prototype meets the specifications and rules of the Brazilian electrical sector for the energy meters. Other applications for this pre-paid energy meter are being considered, as, for example, in selling pre-paid energy to low. Abstract: Keywords: Electric meters, Electric vehicles, Watt-hour meter FYZZY CONTROLLER FOR OPTIMIZATION OF WATER HEATING SYSTEMS WITH SOLAR COLLECTORS Controlador fuzzy para otimização de sistemas de aquecimento de água com coletores solares. FIELD EFFECT TRANSISTORS (FET) WITH DIELECTRIC GATE MADE OF A STACKED LAYER SINX/SIOXNY FOR CHEMICAL AND BIOCHEMICAL DETECTION Transistor de Efeito de Campo (FET) para Detecção Química e Bioquímica Utilizando Dielétrico de Porta Constituído de Camada Empilhada SiNx/SiOxNy. Marcela Ormenese Jair Fernandes de Souza Electronic, Opto-electronic, Micro-electronic 62 Sinopse da FEEC Supervisor: Peter Jürgen Tatsch (DSIF) Defense date: Jun,08 2009 This dissertation consists of two stages. Initially are studied Silicon Nitride films deposited by LPCVD (Low Pressure Chemical Vapor Deposition) using different relationship of reagent gases concentration ([SiH2Cl2] / [NH3]) and using as substratum Silicon wafers p-type with and without pad layer of Silicon Oxinitride - SiNx/Si and SiNx/SiOxNy /Si structures. The films were characterized physically and electrically as well as the point of view of adsorption capacity of biologically active monolayer. The films characteristics were compared, seeking to identify a film whose characteristics are adequate to be used as dielectric material applied at the project and fabrication of chemically and biochemically sensitive Field Effect Transistors - FETs. Ellipsometry results pointed films with refraction indexes ranging from 1,875 to 1,990, it indicating films rich in Nitrogen, and with thickness directly proportional to the relationship of reagent gases concentration. In the other words, the increase of the relationship of gases concentration produces an increase of the films deposition rates. The infra-red absorption spectroscopy allowed us to analyze the chemical bonds present in the dielectric films and in the self assembled monolayers formed by the immobilization of biological molecules. The films spectrum have absorption spike in 827/837 cm-I and 451/484 cm-I that correspond to Si-N bonds, confirming the indication of the ellipsometry regarding as nitrogen presence. After self assembled monolayers formation composed by proteins of the type Immunoglobulin - IgG 2.5 and 5%, the spectra showed absorption bands of IR, around 3300 cm-1 and in the ranges of 1700 to 1600 cm-1 and 1600 to 1500 cm-1, spectrum that characterizes the formation of amida groups A, I and II, respectively, in other words, the formation of biologically active monolayers. Through micro-Raman spectrometry were detected displacements in the main spikes of the Silicon substratum. This displacement has been related with the stress induced by the deposited films. It was manufactured Metal Insulating Semiconductor (MIS) capacitors, using the structures dielectric/semiconductor obtained. The capacitors made possible to accomplish the electric characterization of the films through high frequency (1 MHz) capacitance-voltage (C-V) measurements, obtained the density of charges existent on the interface dielectric/semiconductor - around 1011 cm2; and to observe the behavior of the interface with the accomplishment of thermal stages and the degradation in its recombination properties. After production and characterization of the dielectric layers, has been accomplished the second stage of the work with the production of FETs, being used as dielectric gate the films that presented better performance of the point of view physical, electric, chemical and biological. The electric characterization of the FETs that compose the arrays, has been accomplished being used the control devices disposed separately in the dies allowing to raise the characteristics of the devices construction, as well as, the behavior of the same ones when submitted to thermal stages. The chemical sensibility was verified being applied analytes with different H+ ions concentrations - different pH values - in the gate area of the FETs that compose the arrays. The viability of use of the modified FETs for chemistry/biochemistry detection was demonstrated, with employment possibility in activities of medical diagnosis, environmental control, control of the production of drugs and cosmetics and agricultural applications Abstract: Keywords: Silicon mitride, Field-effect transistor, Silicium, Chemical vapor deposition DATA ACQUISITION SYSTEM GEOREFERENCITY FOR ELETRICS MOTORCYCLES CHARACTERIZATION Sistema Georeferenciado de Aquisição de Dados para Caracterização de Motos Elétricas. Nestor Ezequiel De Oliveira Supervisor: Elnatan Chagas Ferreira (DEMIC) Defense date: Jul,14 2009 Approximately 40% of the total energy produced in the world is consumed in the transport sector, having created a great demand for studies of alternative sources of energy for the vehicles. This academic work has as for objective to present a study developed with electric motorcycles (VEs), with the development of project of electronic circuits of acquisition of data and conditioning of signs of the electric and mechanical greatness, such as tension of the battery, consumed electric current, load of the battery, temperature, RPM of the motor, speed of the electric moto, and everybody the data are georeferencing. These data supply important information on the characteristics and the acting of the studied electric motorcycles, besides revealing information that can demonstrate the viability of using this vehicle in commercial applications. The results obtained with the monitoration of these (VEs) for 12 months are presented Abstract: Keywords: Electric vehicles, Motorcycle, Data aquisition, Remote sensing, Electric batteries PCB-MEMS : TECHNOLOGY AND PHYSICAL IMPLEMENTATION OF MICRO SWITCHES ON PRINTED CIRCUIT BOARD FOR RF AND MICROWAVE APPLICATION MEMS-PCB: Tecnologia e Implementação Física de Micro-Chaves em Placa de Circuito Impresso para Aplicação em RF e Micro-Ondas Mauricio Weber Benjo Da Silva Supervisor: Luiz Carlos Kretly (DMO) Defense date: Jul,30 2009 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: The development of RF MEMS (Micro Electro Mechanical System) switches, using the concepts and technology of Printed Circuited Board 63 (PCB) is the object of this research. Micro switches in the shunt configuration through the Coplanar Waveguide (CPW) were manufactured. Recently, its applications have been directed to more sophisticated circuits, which are monolithic integrated with other RF components such as antennas and phase shifters. The developed switches are designed to operate with low actuation voltage and manufactured using the surface micromachining technique, which consists to build the structures in thin film layers, and removing the sacrificial layers to the release of the flexible device part. In this work is presented all the methodology of the project, including the electromechanical and electromagnetic simulations of the MEMS switches on PCB, as well as the characterizations. The switches had shown compatible performance when compared with equivalent RF devices available in the market, showing broadband operation from 1,8 - 18 GHz. Due the physical and operational performance of the manufactured devices, this technology shows viable with locally known technologies and feasible for applications in both Radio Frequency and microwave Keywords: Micro-Electrical-Mechanical-Systems (MEMS), Printed circuit, Radio frequency, Microwave, Fabrication process REFERENCE VOLTAGE AND TEMPERATURE SENSING SIGNAL GENERATION USING MOS TRANSISTORS IN STRONG INVERSION Geração de Tensão de Referência e Sinal de Sensoriamento Térmico Usando Transistores MOS em Forte Inversão Ricardo Pureza Coimbra Supervisor: Carlos Alberto dos Reis Filho (DSIF/FEEC/UNICMAP) Defense date: Aug,07 2009 Voltage references and temperature sensors are blocks extensively used in microelectronic systems. As an alternative to the use of consolidated structures that are protected by intellectual property agreements, there is a permanent demand for the development of new techniques and structures for these circuits. It can be also highlighted the growing interest for low-voltage and low-power solutions, implemented in conventional IC technologies. This work describes the development of a circuit that meets these requirements by providing a voltage reference and temperature sensing signal obtained from a suitable arrangement of MOS transistors biased in strong inversion. The operation principle of the circuit developed is based on the concept that it is possible for a stack of n MOS transistors, biased by an appropriate current, to show a voltage drop, equal to nVGS, with the same thermal variation rate as a VGS voltage produced by a single transistor. Hence, the difference between the two voltage signals is temperature independent, characterizing a voltage reference. However, the stacking of two or more transistors prevents the operation of the circuit under Abstract: 64 low voltage. This fact motivated to adapt the technique by obtaining the voltage nVGS with the aid of an array of resistors and no stacked transistors. The minimum supply voltage becomes limited only by the reference voltage itself, whose amplitude is close to a single VGS. The circuit developed also provides a voltage signal almost linearly dependent with the absolute temperature, which can be applied for thermal sensing. Prototypes corresponding to various dimensional versions of the circuit were produced to experimentally verify the principle of operation. The best performance corresponds to the generation of a voltage reference signal with 8.7ppm/ºC thermal coefficient, from -40ºC to 120ºC, under a 1V supply voltage. Although the state of the art is represented by values as low as 1ppm/ºC, at the same temperature range, the circuit's compact aspect together with the possibility to attend low-voltage and low-power requirements grants it value as contribution to this field of research and development. Keywords: Metal oxide semiconductors, Analog integrated circuits, Integrated circuits, Semiconductors, Analog electronic systems STUDY AND COMPENSATION OF BIAS DRIFT, SCALE FACTOR STABILITY AND LINEARITY OF A CONDITIONING AND SIGN PROCESSING CIRCUIT OF AN INTERFEROMETRIC FIBER OPTIC GYROSCOPE Estudo e compensação da deriva térmica, estabilidade do ganho e linearização de um circuito de condicionamento de sinais de girômetro interferométrico a fibra óptica. Rodrigo Horikawa Watanabe Supervisor: Elnatan Chagas Ferreira (DEMIC) Defense date: Aug,17 2009 Abstract: Fiber Optic gyroscopes are an important part of inertial navigation systems. To meet the necessary specifications required for application in inertial systems, it is mandatory that the electronic Sagnac demodulator uses state of the art devices. The proposal of this work is to study and develop a technique to correct all together for the nonlinearities, the bias drift and scale factor stability, found in gyroscope electronic circuits, in order to improve the gyroscope performance. An optical circuit emulator, was developed using a software written in LabVIEW. The software controls an arbitrary wave generator and calculate the optical circuit output signal using a theoretical formulation. The results of the emulated signal are compared with theoretical values of a Sagnac interferometer and presents only §0; 02% difference error. It was developed a new calibration system that uses look-up-table technique to compensate for the thermal drift and correct the circuit non-linearities. This correction technique improves bias drift from 0; 15±=h to 0; 065±=h, for the temperature range 35±C to 75±C; scale factor stability Sinopse da FEEC athlete and allows the training monitoring, with a maximum transmission range of 70 m, with very satisfactory data acquisition results, although small size (37x49x20 mm) and lightweight (40 g). Making it a versatile alternative to aid athletes and coaches during the training, allowing technique refinement. This system is also a suitable tool for physical education research area from §1000ppm to §175ppm, for the temperature range 35±C to 75±C and linearity from 3% to 0; 03% Keywords: Giroscopios, Optical gyroscopes, Calibration Arquitetura e Implementação de uma Rede em Anel de Comutação Óptica de Pacotes. Vinícius Garcia de Oliveira Supervisor: Peter Jürgen Tatsch (DSIF) Defense date: Aug,26 2009 Abstract: A convergência das aplicações dos serviços, das mídias e das redes especializadas para a Internet está mudando o mundo e o jeito como as pessoas agem e interagem. Embora com limitações, computação distribuída, teleconferência, tele-educação, radio, televisão e jogos já são possíveis na Internet. Num futuro próximo estas limitações desaparecerão, e será possível suportar aplicações bem mais sofisticadas e complexas, tais como realidade virtual colaborativa, tele-presença, tele-cirurgia, e muitas outras. Para que este futuro se torne realidade é necessário que as arquiteturas das redes de telecomunicações evoluam para um novo paradigma de rede que abranja todas as camadas de transporte, de serviço e de gerência. Assim, este trabalho visa apresentar uma nova arquitetura de rede de chaveamento de óptico de pacotes que objetiva atender as novas demandas de tráfego associando ao conceito de chaveamento de pacotes técnicas de montagem de rajadas e alocação de comprimentos de onda. Também são apresentados neste os resultados de simulações e, ao final, o projeto de implementação e prototipagem da rede. Keywords: controle de acesso ao meio., pacotes ópticos, redes reconfiguráveis, transmissão de rajadas,arquitetura de redes Keywords: Accelerometer, Gyroscope, Remote sensing, Instrumentation, Wireless communication systems SPECIFICATION OF A DATA PROCESSING CORE FOR AN OPTICAL BURST SWITCHING NETWORK Especificação do Núcleo de Processamento Para Rede de Chaveamento de Rajadas Ópticas. Luis Renato Monte Supervisor: Peter Jürgen Tatsch (DSIF) Defense date: Aug,27 2009 This work presents the architectural and functional specifications of a new optical network, based on optical burst switching that aims at the better use of optical links and the reduction of the bottleneck resulting from electro-optics conversions. A proposed design of the core data-processing based on programmable logic devices and design of circuits used in the experimental stage, which include a business board and three boards developed exclusively for this project, will be presented. This work aims to present a new architecture for an optical burst switching network, its basic operation and the structure of an optical switching node. The data processing core structure is proposed and the circuitry prototypes developed to do the proof of concept are presented Abstract: MICROCONTROLLER SPORT ACTIVITIS MONITORING SYSTEM PROTOTYPE BASED ON ACCELERATION AND ROTATION MICROELECTROMECHANICAL SENSORS Desenvolvimento de um Sistema Microcontrolado para Monitoramento de Atividades Esportivas Baseado em Sensores Microeletromecânicos de Aceleração e Giro. Keywords: Optical fibers, Optical communications, Optical Yull Heilordt Henao Roa Supervisor: Fabiano Fruett (DSIF) Defense date: Aug,27 2009 Abstract: Although there are several technological tools to aid the training in sports, most of them are high cost solutions and generally very specific to a particular sport, which hinders the diffusion of such technologies. This paper proposes the development of a low cost non-invasive microcontroller Sport ActivitiesMonitoring System (SAMS) prototype, based on acceleration and rotation microelectromechanical sensors (MEMs) for obtaining biomechanical data during training in athletes, without leave the natural environment of their activities. The sensors signals are wireless transmitted from the SAMS to the computer in order to process the data, by an easy and intuitive program interface developed in LabVIEWr. This software saves and displays real time data information in a graphic form. The field tests were made by stationary bike in the laboratory of Instrumentation for Biomechanics, at the Faculty of Physical Education in the Campinas University (UNICAMP) in Brazil, and in a cycle track in Americana city. This prototype is easy to attach to the switching, FPGA Biomedical Engineering IMAGE QUALITY EVALUATION SYSTEM FOR DENTAL DIGITAL RADIOLOGY Sistema de Avaliação de Qualidade de Imagem em Radiologia Digital Odontológica. Tiago Freire Carneiro Leão Supervisor: Eduardo Tavares Costa (DEB) Defense date: Jun,17 2009 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: New systems and technologies for radiation detection intended for dental radiology have become available as an alternative to dental radiographic film. Systems based on PSPL technology seems to overcome some of the restrictions of systems based on CCD technology such as the bulky detector, connecting wire, limited image size and limited exposure latitude. It is important that competing imaging systems can be compared (different technologies or different manufacturers of the same technology) by means of quality control tools and quality certification protocols. A software package and a set of specific phantoms were developed and the analyses of two competing PSPL systems were conducted to validate the developed system. The 65 software allows the user to obtain and analyze: the characteristic curve, modulation transfer function (MTF), noise power spectrum (NPS), noise equivalent quanta (NEQ) and detective quantum efficiency (DQE). The results have shown that the developed software and phantom set allow quality control of digital dental radiology systems in a very objective and quantitative way, facilitating comparative analysis of competing commercial systems. Keywords: Digital dental radiology, quality assurance in radiodiagnostic, characteristic curve, detective quantum efficiency, modulation transfer function, noise power spectrum, noise equivalent quanta Dental radiology, Radiology, diagnostic, Optical transfer, Quality control Keywords: Imaging DEVELOPMENT OF AN INCIDENT INVESTIGATION GUIDE FOR HEALTHCARE ENVIRONMENTS BASED ON THE PROJECT MANAGEMENT STRUCTURE Desenvolvimento de um Guia para Investigação de Incidentes em Ambientes de Saúde Baseado na Estrutura de Gerenciamento de Projetos. Plinio Pelegrini Morita Supervisor: Saide Jorge Calil (DEB) Defense date: Jul,08 2009 The hazards inside a healthcare institution are increased by the growth in the use of more technological equipments. Consequently, risk management measures must be taken to ensure both a safe workplace and an improved safety for the patients, family and visitors that transit daily by these institutions. One possible risk management measure is the incident investigation, in which information from occurrences are gathered and analyzed to generate possible procedural and structural modifications in the institution, therefore reducing the probability of future occurrences. The development of the methodology presented in this work was based on techniques widely spread in several industry sectors that already have highly developed incident investigation methodologies. This work proposes a complete incident investigation methodology for the investigation of any type of incident in a healthcare institution, as well as the necessary support for the development of a safety culture that, through time, increases the safety of the patients and the quality of the service offered by these institutions. It also has the objective of filling an existing gap in healthcare institutions risk management programs, since the available incident investigation methodologies are not specific to investigations in healthcare institutions nor cover adequately all the activities inside the incident investigation process. Consequently, it's not possible to investigate all types of occurrences in healthcare institutions. The investigative process here presented is structured according to the project management theory in which the necessary activities were divided into two big blocks: one for initial foundation and one Abstract: 66 consisting of four phases for the investigation process. In the Initial Foundation block are presented and discussed all the necessary requirements in a healthcare institution for the implementation of an incident investigation system, varying from the team to be used to investigate to the institution's culture. In the Investigative Process block, the Phase 1 Investigation Initialization describes the activities to be performed between the occurrence notification and the arrival of the team at the incident site. In the Phase 2 - Evidence Collection are described the activities that the investigation team will conduct while in the scene and prior to the evidence analysis. In the Phase 3 - Evidence Analysis are discussed the analyses processes and procedures to be undertaken on the collected evidences so that it becomes possible to determine the involved scenarios and the root causes of such scenarios. In the Phase 4 - Recommendations and Report, instructions are presented regarding the development of recommendations that are adequate to the characteristics of the institution and how to present them in order to achieve the best results. This division has the objective of making this methodology easier to be followed and to divide the arduous investigation process into smaller sub-activities. This work resulted in a clear, complete and easy-to-use guide that allows the investigation of any type of incident, providing another helpful tool for the healthcare institutions risk management system Keywords: Accidents, Hospitals, Risk management, Project management ULTRASOUND CERAMIC TRANSDUCER ARRAYS : CONTROL, TRANSMISSION AND RECEPTION CIRCUITS Acionamento de Elementos Cerâmicos de Transdutores de Ultra-Som: Circuitos de Controle, de Transmissão e de Recepção. João Loures Salinet Júnior Supervisor: Eduardo Tavares Costa (DEB) Defense date: Aug,20 2009 Ultrasound image equipments associate different techniques to provide not only anatomical but also functional information of body parts and organs in real time and with excellent image quality. This is due to great advances in transducer technology and also to digital and analog electronics with the use of microcomputers, digital signal processors (DSPs) and field programmable gate arrays (FPGAs) even faster and powerful, allied to new digital signal and image processing techniques. The objective of the present work was the development and construction of circuits to actuate on piezoelectric ceramic transducer arrays. The circuits are able to generate and receive ultrasound waves and were developed with techniques for high frequency multilayer printed circuit boards. In order to reduce hardware size it was used surface mounted devices (SMD). The system consists of a control circuit, a interconnection board, power supply Abstract: Sinopse da FEEC (10 different voltage), two four channel printed circuit boards with the transmission and reception circuits to be used with transducer arrays. It was used VHDL for hardware description language and the control circuit defines pulse width, repetition rate and temporal phasing for activation of each element of the transducer array enabling focusing and ultrasound beam in different directions. The transmission circuits generate pulses up to +65V that are triggered by the control circuit (20 ns minimum pulse width). The protection circuit is very efficient avoiding high tension electrical surges. The reception circuits have mixed technologies (analog and digital integrated circuits) with 100 MHz bandwidth, low noise and up to 70 dB gain. This gain can be programmed through 3 independent amplification stages (LNA, VCA and PGA). The system has been tested in laboratory and presented adequate performance, being versatile and allowing its use with array transducers becoming an interesting tool for education and research purposes Moreover, the effective dose of each procedure for each professional was calculated and data analysis of the thermoluminescent dosimeters used in the whole Laboratory working periods was made. In conclusion, the dose reduction caused by pulsed technology was not significant, and new strategies to reduce occupational doses in the Catheterism Laboratory are proposed Keywords: Cardiac catheterim, Fluoroscopy, X-rays, Radiation A NEW FLUID FLOW SENSOR FOCUSED ON THE BIOMEDICAL APPLICATION Novo sensor de vazão de fluídos com foco em aplicações biomédicas. André De Paula Ramos Supervisor: Antônio Augusto Fasolo Quevedo (DEB) Defense date: Aug,28 2009 Keywords: Ultrasond, Ultrasonic transducers, Electronic circuits OCCUPATIONAL DOSE STUDY IN THE CARDIC CATHETERISM LABORATORY OF UNICAMP'S HC : PULSED FLUOROSCOPY VERSUS CONTINOUS FLUOROSCOPY Estudo da Dose Ocupacional no Laboratório de Cateterismo Cardíaco do HC da UNICAMP: Fluoroscopia Pulsada Versus Fluoroscopia Contínua. Mariana Sacrini Ayres Ferraz Supervisor: Sérgio Santos Muhlen (DEB) Defense date: Aug,27 2009 Abstract: Procedures of catheterism using fluoroscopy, as coronary angioplasty, are responsible for high doses of radiation (higher than conventional radiology), not only for patients but for the medical staff as well. The intensive use of X-rays increases radiological risks, as a consequence of cumulative exposition, for cardiologists and their teams. The main risks resulted from high doses of X-rays are: cancer, cataracts, malformations, and damage to the fetuses of pregnant women. The production of X-rays with pulsed technology, which is now available in many hospitals, implies a potential reduction of the radiation dose received by the medical staff. The amount of dose reduction is still controversy in literature, but some authors report reductions up to 70%. This work aimed at study occupational dose in the Cardiac Catheterism Laboratory of UNICAMP. The doses received by the medical staff on the continuous and pulsed fluoroscopy modes were compared, and the dose reduction consequent to the change of technologies in the Laboratory (from continuous to pulsed fluoroscopy) was measured. The reductions found for main and auxiliary physicians were 5.2% and 13.7%, respectively. For nurses, auxiliary nurses and technicians, the reductions were 7.5% to 8.2%. Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Spirometer is a device that evaluates pulmonary ventilation. This paper presents a preliminary study of a new electromechanical sensor, focused on the biomedical application of spirometry. The sensor is composed of a bluff body positioned inside a tube trough a hole, being a part of the body inside and another part outside of the tube, and an accelerometer positioned on the outside part. Within a fluid flow, the bluff body causes vortex shedding, and the vortexes induce vibrations on the body. Also, the viscous force of the flow drags the bluff body. Both movements are captured by the accelerometer and correlated with the flow. One important feature of this sensor is that the fluid does not contact any of the electronics, easing tube lumen sterilization procedures. Three types of bluff bodies were studied: two blades (with and without additional mass), and one cylinder. The experimental procedure consisted of establishing six different air flows and then capturing the accelerometer response in all of its three axes. Each of the collected signals from the accelerometer was divided in 24 parts, and these parts where analyzed through statistics; finally the mean response of the sensor was plotted. Best results were found in the accelerometer axis parallel to the air flow. In the blade tests, the RMS value of the AC component was proportional to the air flow, with linearity and correlation varying, respectively, from 19% and R2 = 0.99058 for the blade without mass, to 8.4% and R2 = 0.9741 for the blade with additional mass. It was observed that the mass addition reduced in a meaningful way the response variances. Yet the viscous force (DC value) did not respond in a monotonic way with the increase of air flow. On the other hand, the viscous force was the most expressive regarding the experiments with the cylinder (linearity of 0.17% and R2 = 0.96347), but the RMS value did not respond in a monotonic way. Finally, although further studies are needed to prove that the proposed sensor is efficient to be used in spirometry equipment, this study demonstrates that this sensor responds Abstract: 67 proportionally to the flow input, within (0 to 14 l/s) and without (up to 21 l/s) the spirometer operation range, with high correlation and linearity, as well as varying responses, given different inputs (flow), as verified by ANOVA test (p < 10-15). Keywords: Vortex Sensor, Accelerometer, Drag (Aerodynamics), Spirometer, Resonant Vibration Computer Engineering SPEECH SYNCHRONIZED 2D FACIAL ANIMATION BASED ON PHONETIC CONTEXT DEPENDENT VISEMES IMAGES Animação Facial 2D Sincronizada com a Fala Baseada em Imagens de Visemas Dependentes de Contexto Fonético Paula Dornhofer Paro Costa Supervisor: José Mario De Martino (DCA) Defense date: Jun,22 2009 Abstract: Speech synchronized facial animation allows the implementation of talking heads that potentially can improve human-computer interfaces making them more efficient and attractive. This work presentsan image based 2D facial animation synthesis method whose development was guided by two main goals: the realistic reproduction of visible speech articulatory movements, including coarticulation effects, and the possibility to implement the method also on limited processing and memory platforms, like mobile phones or personal digital assistants. The developed method is based on an image database of Brazilian Portuguese context dependent visemes and uses the morphing between visemes strategy as facial animation synthesis technique. The proposed approach represents an alternative and innovative synthesis strategy, capable of reproducing the visible speech articulatory movements, including coarticulation effects, from an image database of just 34 images. This work includes the implementation of a pilot system integrated to a text-to-speech synthesizer. Additionally, the proposed synthesis method is evaluated through a speech intelligibility test. The test results indicate that the animations generated by the system contribute to improve speech intelligibility when audio is degraded by noise. Despite the fact this work is restricted to Brazilian Portuguese, the presented solution is applicable to other languages. Keywords: Computer Graphics, Facial Animation, Visemes, Coarticulation, Morphing Keywords: Computer graphics, Animation, Morphing, Computer animation, Visual communication A TOOL TO SUPPORT DOCUMENTATION AND TRACEABILITY OF INFORMATION ELEMENTS IN A SOFTWARE TESTING PROCESS Uma ferramenta para suporte à documentação e rastreabilidade da informação de um processo de teste de software. Defense date: Aug,24 2009 Software plays a key role in many applications and quality of software products is crucial in the competitivity of software development companies, which are increasingly putting effort in the quest for good quality in their products. In this context, testing is recognized as a key process to achieve this goal; however, systematic software testing is not an easy activity. For testing to have effectiveness and efficacy, in addition to product evaluation aspects, it must make use of good quality documentation: all the recorded information must be up to date and consistent; also, associated information must be traceable. A traceability model is proposed for the information contained in the documentation of the testing process; the data model developed gives support to documentation based on the standard IEEE Std 829-1998, as well as to traceability of all associated information; a prototype tool was developed to implement the data model and the traceability model Abstract: Keywords: Software, Documentation, Traceability INFRASTRUCTURE SERVICES PLATFORM FOR MOBILITY ARCHITECTURES Plataforma de Serviços de Infra-estrutura para Arquiteturas de Mobilidade. Tiago Marchetti Dolphine Supervisor: Eleri Cardozo (DCA) Defense date: Aug,27 2009 Micro-mobility architectures have been proposed to meet the growing interest in technologies supporting mobility in IP networks. MPA (Mobility Plane Architecture), developed at the FEEC/Unicamp, is a micro-mobility solution based on tunneling of packets that employs only well standardized protocols. When applications for supporting seamless handover and traffic engineering in MPA started to be designed, it was noticed that these applications demand a set of common services. This dissertation presents the MIS (Mobility Infrastructure Services) platform which provides a set of services that meet the common basic features demanded by applications of network management, traffic engineering and mobility management. The proposed platform facilitates the development of these applications when they are targeted to MPA and other micro-mobility architectures. This dissertation reports the design, implementation, ant test of the MIS platform, along with two case studies in mobility management and traffic engineering. Keywords: IP mobile networks, micro-mobility, network management, traffic engineering Abstract: Computer network protocols, TCP/IP (Computer network protocol), Telecommunications traffic, Internet (Computer network), Wireless communication systems Keywords: Jorge Luiz Da Cruz Supervisor: Mario Jino (DCA) 68 Sinopse da FEEC is addressed to the problem of salient poles and cylincrical rotor synchronous generator parameters determination aided by the use of dynamic simulations implemented with the Matlab/Simulink package using its SimPowerSystems library. Some results and conclusions about the parameters determination are presented using the standardized and fundamental parameters as shown in the Krause book published in 1986. This paper has both didactic and technological subjects and it is addressed to discuss several aspects on the real parameters determination activities Electrical Energy CALCULATION OF PARAMETERS OF THRESSPHASE TRANSMISSION LINES THROUGH VOLTAGES AND CURRENTS IN THEIR TERMINALS Cálculo dos Parâmetros de Linhas de Transmissão Trifásicas Através das Tensões e Correntes em seus Terminais. Leonardo Silva Lustosa Supervisor: José Pissolato Filho (DSCE) Defense date: Jul,17 2009 Abstract: The objective of this work is to calculate the longitudinal and transversal transmission line parameters using phase currents and voltages. Developed equations are used, in the modal domain, considering current and voltages found between a line terminal and an open line terminal, and a short-circuit terminal. . Initially, the basic transmission line theory is presented assuming that these lines are best represented by distributed parameters model. Therefore, through the analysis of electric circuits and Kirchhoff's laws, second order differential equations for voltage and current are found, which characterizes the line transmission. Next it is shown the method to calculate the line parameters, which uses the concept of open circuit and short-circuit equivalent impedance when one of the terminals is open or in short-circuited respectively. Using the Toolbox of MatLab, SimPowerSystem, estimated currents are simulated in a three-phase transmission line of 330 kV, 440 kV and 500 kV, all with the length of 500 km. The found values are used to calculate parameters of lines transmission and to compared them with their real values, showing that the calculation is possible and that the error obtained with this method is smaller than an error between the real line parameters after construction and those of existing project in the data base of companies Overhead electric lines, Electric power transmission, Modal analysis, Electric networks Keywords: machinery, production A LINEAR MAXIMUM TORQUE CONTROL OF THE INTERIOR PERMANENT MAGNET SYNCHRONOUS MOTOR Controle Linear de Máximo Torque do Motor Síncrono de Ímãs Permanestes Interiores. Daniel De Figueiredo Maria Supervisor: Edson Bom (DSCE) Defense date: Aug,03 2009 Abstract: In this work is presented the linear maximum torque control of an interior permanent magnet synchronous operating in the constant torque and field weakening ranges. The constant torque control is implemented by using the maximum torque per Ampére curve of the motor. The terminal stator voltage remains constant along the field weakening range due to the armature reaction control. In order to obtain a better dynamic response, the maximum torque per Ampére control is extended up to the field weakening range, in an intermediate region, called partial field weakening region. Experimental and simulation results are presented in order to validate the proposed torque control methods Keywords: Synchronous motors, Vector control, Permanent magnets Keywords: ON THE DETERMINATION OF PARAMETERS SYNCHRONOUS GENERATORS FOR THE STUDY OF DYNAMIC BEHAVIOR OF POWER SYSTEMS Sobre a Determinação de Parâmetros de Geradores Síncronos para Estudos de Comportamento Dinâmico de Sistemas Elétricos. Juan Carlos Peqquena Suni Supervisor: Ernesto Ruppert Filho (DSCE) Defense date: Jul,31 2009 Electric machinery synchronous, Electric Transients (Electricity), Electric power METHOD BASED ON FUZZY LOGIC FOR ALLOCATING DISTRIBUTED GENERATORS FROM THE VIEWPOINT OF THE VOLTAGE PROFILE Método Baseado em Lógica Nebulosa para Alocação de Geradores Distribuídos Sob a Óptica do Perfil de Tensão. Leonardo Alonso Gomes Supervisor: Carlos Alberto Favarin Murari (DSEE) Defense date: Aug,28 2009 The synchronous generator dynamic mathematical model parameters like the per phase stator winding electrical resistance, the field winding resistance, the direct and quadrature damping winding resistances, the field winding leakage reactance, the per phase stator winding leakage reactance, the damping winding leakage reactances, and direct and quadrature magnetizing reactances are possible to be determined with some accuracy through specific tests like the Potier reactance determination, the sudden short-circuit test and the load rejection tests. This work Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 Abstract: This work consists in proposing a methodology based on Fuzzy Logic to obtain an index, which classifies the buses more suitable to install a distributed generator in an electric power distribution system. Themethodologywas developed taking into consideration the difficulty tomaintain a suitable voltage profile in distribution systems, so the methodology results in large, index values for the buses in which the installation of generators results in a more suitable voltage profile. Another aspect included in the methodology is the minimization of the real power losses. Applying a set of fuzzy rules, the 69 index is calculated by setting membership values to the bus 'voltage' and 'load real power'. The advantages of this methodology are that the classification of the variables into fuzzy sets, which allow the linguistic translation of the system operator knowledge and so his experience of operating the system can be employed in the process of allocating distributed generators in the system and when compared to traditional techniques of analysis, does not need of consecutive runs of power flows, it is necessary only to obtain the state operating of the network through only one power flow in base case Keywords: Electric power distribution, Fuzzy logic, Electrical energy distributed generation, Alternative energy sources, Indexes STUDY ABOUT ENERGY ECONOMY AND POWER QUALITY Estudo sobre conservação de energia elétrica e qualidade de energia elétrica . Caio Gomes De Oliveira Supervisor: Fujio Sato (DSEE) Defense date: Aug,30 2009 This work deals with two issues of large relevance, especially in recent years about electric power: energy economy and power quality. The studies are based on data collected by various measurement and energy management instruments at different points in the Campinas State University Campus (Unicamp), in São Paulo State, Brazil. The performance of energy relates to its more efficiently use and without wasting, which is important to increase the amount of available energy, without large investments in generation, transmission and distribution, thereby reducing environmental impacts. A Project has been developed, named Ecogera, whose purpose is to evaluate the energy efficiency, through a program of rational use and development of alternative sources of energy. The module of energy economy is discussed here, developed in units of consumption with typical characteristics for the type of work performed at the university, focusing on the reduction of lighting consumption. A good power quality refers to the absence of abnormal variations in voltage, related to continuity of supply and the sinusoidal waveform of the power supply. The power quality problems have been increased over the years, mainly due to the increase of nonlinear loads, the increased sensitivity of the equipment and the large interconnection of the power networks, and can result in misoperation or damage of the devices. A greater focus is given on the voltage amplitude disturbances and the distortion in the waveform, showing its main causes and means of overcoming them. In the first case transients, interruptions, sags and swells are recorded, adequate analysis are done, and their influence on the equipment are evaluated by the ITI Curve (CBEMA), which enables the determination of possible damage or failures in them. In the second Abstract: 70 case, the presence of harmonics is evaluated in the various points of measurement, either by the analysis of waveforms and its spectral content or by the total harmonic distortion over a one-week period. Finally, tree-phase electrical power theories are studied, especially the Instantaneous pq Power Theory, which is important in the application of active filters, whose function is to reduce the harmonic currents generated by nonlinear loads. The real measured data of the instantaneous voltages and currents was put in a computacional program developed from the mathematical model of an active filter with parallel compensation and using a compensation method based on the Power Instantaneous Modified pq Theory and its influence seem by the current supply is obtained by the harmonic eliminations Keywords: Electric power systems, Electric power, Eletric power, Harmonic waves electric, Active electric filters Telecommunication and Telematic METHOD OF ANALYSIS OF VOIP TRAFFIC OVER Método de análise de tráfegos VoIP sobrepostos Marcos Eduardo Coelho Garcia Supervisor: Leonardo de Souza Mendes (DECOM) Defense date: Jun,01 2009 Abstract: The behavior of VoIP traffic in network links is addressed in this work. VoIP applications have strict requirements for quality of service (QoS) that should be provided for in the network design. In this sense, the Markov Modulated Poisson Process (MMPP) is displayed as model of process of arrivals that is appropriate to characterize the behavior of superposition of VoIP traffic sources. It is taken into account that VoIP applications use the mechanism Suppression of Silence to save bandwidth, which makes the traffic very variable and with bursty arrivals. In order to analyze the behavior of the link, the MMPP/M/1 queue model is used. To evaluate the viability of the model, comparative studies were made with results of the ns-2 simulator Keywords: Telecommunication traffic, Markov processes, Internetworking (Telecommunication), IP networks, Broadband communication systems LOW COST INSTRUMENTED SPHERE FOR IMPACT AND TEMPERATURE MONITORING DURING POSTHARVEST PROCESSES Esfera Instrumentada de Baixo Custo para Monitoramento de Impactos e Temperatura durante Processos Pós-colheita. Murilo Nicolau Supervisor: Fabiano Fruett (DSIF) Defense date: Jun,02 2009 Brazil is one of the largest worldwide producers of fruit and vegetables. However, the loss of horticultural products due to physical damage and thermal stress is estimated at about 30 % to 40 %, even 50 % for certain products. The process that degrades the quality of vegetables starts during its harvest and can culminate in its disposal even before Abstract: Sinopse da FEEC reaching the final consumer. The knowledge of the variables that act in this waste generating process, their influences and inter-relationships can help to minimize the problem. In this work, we present a tool capable of monitoring the impacts and temperature during the postharvest. This instrument, called Fruta Eletrônica, was designed to be an accessible tool for the farmers. This instrument measures and stores triaxial impacts from 0.5 g to 250 g and temperatures between 0 C and 80 C. Field tests, carried out in an orange packing line treatment in Eng. Coelho city, show that this instrument can provide useful information to assist identifying the points of mechanical and thermal stress in which fruits are submitted Abstract: This work tackles with the problem of dimensioning wireless networks through the analysis of the outage probability aiming to contemplate multiservice traffic. This is an intrincate task, since it must consider aspects such as fading and interference in the wireless channel as well as multiservice traffic. First, an ad hoc network with only one class of service is analysed through the joint outage probability. Then, a novel closed formulation for the outage probability in multiservice systems is found. This formulation was promptly validated through discrete-event simulation. Therefore, the proposed formulation may be used for the dimensioning in multiservice wireless networks without the necessity of simulations. This method presents the advantages of easy implementation and low computational effort. This means that this tool enables a fast and precise dimensioning Keywords: Artificial fruit, Precision agriculture, Injuries, Accelerometer, Sensors A STUDY ABOUT THE CONDITIONS FOR PERFECT INVERSION AND NON-SUPERVISED EQUALIZATION OF SISO, SIMO AND MIMO CHANNELS Um estudo sobre as condições de inversão perfeita e de equalização não-supervisionada de canais SISO, SIMO e MIMO Michele Nazareth Da Costa Supervisor: João Marcos Travassos Romano (DMO) Defense date: Jul,01 2009 This dissertation was motivated by the idea of developing a unified approach to the problem of unsupervised equalization, in the context of SISO, SIMO and MIMO channels. This approach is concerned with two fundamental aspects of the equalization problem: the structure of the equalizer and the optimization of its parameters. In this sense, we propose a same methodology to study, in the three aforementioned scenarios, two different limitations. The first one, which we denote structural limitation, is related to the impossibility of inverting any channel employing only finite impulse response (FIR) filters. The second one, which we call criterion limitation, refers to the limitation regarding the use of second order statistics (SOS) to obtain the equalizer in an unsupervised manner. In order to perform this analysis, we collected results that are rather scattered in the literature to formalize the concepts of invertible and minimum-phase systems in all three scenarios. Then, we use the concept of a prediction-error filter to study the limitation of SOS in the equalization problem Abstract: Keywords: Probabilities, Wireless communication systems, Markov chains, Telecommunication, Radio A PROPOSAL FOR A FORMAL SPECIFICATION USING SDL OF AN INVEHICLE NETWORK BASED ON THE FLEXRAY PROTOCOL WITH AUTOMATIC JAVA CODE GENERATION Proposta de Especificação Formal em SDL de uma Rede de Comunicação Automotiva Baseada no Protocolo FlexRay com Geração Automática de Código JAVA. Daniel Cesar Felisberto Rezende Supervisor: Walter da Cunha Borelli (DT) Defense date: Jul,17 2009 Keywords: Equalizers, Signal processing, Linear systems This work presents a proposal of formal specification using SDL for an in-vehicle network based on the FlexRay protocol with automatic generation of Java code. The proposed model is based on that presented in the standard specification of the FlexRay protocol, although some contributions were made in order to generate a functional and executable FlexRay network. The SDL model generated provides the system a behavioural formalization, making it possible to validate and simulate its key features and critical cases by the use of the tool TAU SDL Suite. After the system is modeled, simulated and validated is generated Java code for implementing the system created. For this reason it was developed a tool for generating Java code that receives as input a file with the specifications in SDL, and delivers as result a system written in Java that makes use of sockets for communication between processes Abstract: Keywords: Java (Computer program language), Computer network protocols, SDL (Computer program language) CONTRIBUTIONS ON THE DIMENSIONING OF WIRELESS NETWORKS Contribuições ao dimensionamento de redes sem fio Renata Valverde Mello Supervisor: Michel Daoud Yacoub (DECOM) Defense date: Jul,03 2009 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 71 IMPACT OF USING LIFTING TECHNIQUES TO EXPLORE THE DIFFERENCES BETWEEN INTERPRETED AND COMPILED TOOLS IN THE COMPUTATIONAL SPEED OF WAVELET STATIC IMAGE CODING Impacto da Utilização de Técnicas de Lifting Explorando Diferença entre Ferramentas Interpretada e Compilada na Velocidade Computacional da Codificação Wavelet de Imagens Estáticas. Lucas de Oliveira Supervisor: Yuzo Iano (DECOM) Defense date: Jul,30 2009 The field of analysis and compression of images has been received special attention of the scientific community because of including in the main systems of digital TV, satellite communications and mobile communications. In this context, the Discrete Transform Wavelet (TWD) arise how a powerful tool and its many advantages allowed your insertion in important standards such as JPEG2000, MPEG4 and MPEG7. The lifting method realizes the TWD subsampling the signal before the filtering, resulting in faster processing by using the similarities between high and low pass filters, speeding up the calculation of coefficients. In the literature, arithmetic theoretical gains of different proportions were obtained on the traditional method, especially the works of Daubechies and Sweldens and of Reichel. The objective of this research is to extend this discussion of theoretical results when implemented through tools, interpreted and compiled, targeting the processing time required to perform (decomposition and reconstruction) of different images using wavelets belonging to the families of Daubechies, and Symlets Biortogonais. Measures of PSNR were used to corroborate the perfect implementation of the lifting, since that cannot result in deterioration in the reconstructed image Abstract: Keywords: Image processing, Coding theory, Wavelets (Mathematics), communications Digital compression, Digital CHANNEL STATE FEEDBACK FOR THE DOWNLINKWITH MULTIPLE ANTENNAS Realimentação de Informação de Canal para Downlink com Múltiplas Antenas. Fábio Gabrielli Fernandes Supervisor: Renato da Rocha Lopes (DECOM) Defense date: Jul,31 2009 Multiuser communication strategies, together with the use of multiple antennas, result in better performance when compared to the point-to-point approach. However, they are highly dependent on knowledge of channel state information at the transmitter, which in general requires that the receivers feed back the estimated channel. The focus of this work is the problem of partial channel state information at the transmitter in the downlink of a wireless system composed of a central transmitter with multiple antennas and several receivers with one or Abstract: 72 more antennas each. A feedback method is proposed, using zero-forcing beamforming, which aims to achieve high sum rates while using the least amount of feedback bits possible. The channel state information is divided in channel direction and channel quality information. The direction information consists of a quantized version of the direction of the channel vector, which can be seen as quantization in the Grassmann manifold. We propose the use of a lower bound on the signal-to-interference-plus-noise ratio of each user, which assumes the selection of nearorthogonal users. The lower bound is derived, as well as adjustments intended to add information available at the transmitter side that lead to an increase in the sum rates. Simulation results show that the proposed method outperforms similar techniques in terms of sum rate in most scenarios Keywords: MIMO systems, communication systems, Broadcast Feedback, Wireless SPECTRAL CHARACTERIZATION AND PERFORMANCE EVALUATION FOR ADVANCED DIGITAL OPTICAL MODULATION FORMATS AT 40 GB/S Caracterização Espectral e Avaliação de Desempenho para Formatos Avançados de Modulação Digital Óptica em 40 Gb/s Francisco Augusto Da Costa Garcia Supervisor: Hélio Waldman (DECOM) Defense date: Aug,07 2009 This work compares the performance of four feedforward carrier recovery architectures in coherent QPSK and 8-PSK receivers, with polarization multiplexing and differential decoding. We focused on the scenarios showing an SNR imbalance between orthogonal polarizations, as in PDL impaired systems. Using Monte Carlo simulations, we observed that the proposed joint estimation method yields an SNR penalty of 1.1 dB, for a laser linewidth/ baudrate ratio of 5×10-3, while the other three investigated architectures 1.8 dB, 2.0 dB and 3.9 dB, for the QPSK modulation format. As for 8-PSK, the proposed joint feedforward carrier recovery architecture exhibits a 1.1 dB SNR penalty for a laser linewidth/ baudrate ratio of 7.5 × 10-4, while the other three architectures 1.5 dB, 1.7 dB and 2.8 dB, for a BER = 10-3 and 3 dB SNR imbalance. Keywords: optical communication, coherent receiver, phase modulation Abstract: Keywords: Optical communications, Phase modulation, Optical coherent A STUDY OF ALGORITHMS FOR INTERPOLATION OF NUMERICAL SEQUENCES Um Estudo Sobre Algoritmos de Interpolação de Sequências Numéricas. Eric Magalhães Delgado Supervisor: Max Henrique Machado Costa (DECOM) Defense date: Aug,28 2009 This dissertation presents a study on interpolation and decimation algorithms of numerical sequences, whose filters are derived from the ideal Abstract: Sinopse da FEEC reconstruction filter. An adaptive algorithm of cubic interpolation is proposed and the gains of this algorithm is analized by comparing with the classic algorithms. The idea is to explore the trade-off between quality and complexity of the interpolation filters. The adaptation of the filter, obtained from spacial and spectral estimates of the sequence to be interpolated, is useful because it provides an efficient use of complex filter in critical regions as, for example, regions of edge of an image. Simulations in typical images show a significant quantitative gain of the adaptive algorithm when compared to classical algorithms. Furthermore, an interpolation algorithm is analyzed based on the knowledge of the acquisition process of the sequence to be interpolated POLLUTANT DISPERSION IN RESERVOIR'S SYSTEMS : MATHEMATICAL MODELLING USING NUMERICAL SIMULATION AND FUZZY SETS Dispersão de Poluente em Sistema de Reservatório: Modelagem Matemática e Simulação Computacional Utilizando-se Aproximação Numérica e Conjuntos Fuzzy. Elaine Cristina Catapani Poletti Supervisor: Raul Vinhas Ribeiro (DENSIS) Defense date: Jun,10 2009 Current work presents an instrument for dispersion of water's surface pollutant study through Mathematical Modelling and the main phenomenas involved in this type of analysis. For this purpose, we use the Partial Differential Equation of diffusionadvection that incorporates the dispersion accomplish of the pollutant, its transport and decline, with compatible initial and boundering conditions. Numerical approximation well dimensioned are defined and effective computational simulations algorithms, are implemented which considered independent variable, were developed. The independent variable considered can be spatial as well as temporary. As a case study, we use Salto Grande reservoir situation, which is a dike of Atibaia river, one of the most important public water sypply in an important region of São Paulo state. In the descriptive parameters of the problem, the option was the use of fuzzy techniques sets that allow incorporating inherent uncertainties to this situation Abstract: Keywords: Interpolation, Signal processing, Stochastic process, Data reconstruction (Computer Science), Image reconstruction Doctoral thesis Automation ROBUST FILTERING TIME-DELAY MODELS AND PERFORMANCE CERTICATE : APPLICATION TO ELECTRIC SYSTEMS Filtragem robusta, modelos com atrasos e certificação de desempenho - aplicação a sistemas elétricos. Rubens Hideo Korogui Supervisor: José Claudio Geromel (DSCE) Defense date: May,08 2009 One of the themes considered in this work is the robust H2 filtering design problem for linear time invariant continuous and discrete time systems. We assume that the systems are subject to parametric uncertainty, initially of the polytopic type and later as linear fractional transformation parametric uncertainties. We calculate lower and upper bounds to the H2 squared norm of the estimation error by means of the equilibrium solution of a minimax problem, that can be formulated in a linear matrix inequality framework. Under this approach we provide an optimality gap that allows us to certify the performance of the designed robust filter. Afterwards, we apply the proposed methodology to estimation problems involving a three-phase induction motor and a transmission line with a stub. This work also considers what we call a linear comparison system, whose goal is to serve as an alternative to study timedelay systems. Using the Rekasius substitution we construct a linear time invariant system that allows us to get information about stability and H8 norm of this class of systems. Based on this approach in terms of state space matrices it is possible to extend the results to state feedback design and filtering design without any further assumptions Keywords: Mathematical modelling, Diffusion, Pollutants, Finite element method, Fuzzy sets Abstract: CONTROL AND FILTERING OF TIME-VARYING LINEAR SYSTEMS VIA PARAMETER DEPENDENT LYAPUNOV FUNCTIONS Controle e Filtragem de Sistemas Lineares Variantes no Tempo por meio de Funções de Lyapunov Dependentes de Parâmetros. Renato Alves Borges Supervisor: Pedro Luis Dias Peres (DT) Defense date: Jun,22 2009 Keywords: Linear systems, Control theory, Feedback control systems, Filtering, Kalman Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 The main contribution of this dissertation is to propose conditions for linear filter and controller design, considering both robust and parameter dependent structures, for discrete time-varying systems. The controllers, or filters, are obtained through the solution of optimization problems, formulated in terms of bilinear matrix inequalities, using a method that alternates convex optimization problems described in terms of linear matrix inequalities. Both affine and multi-affine in different instants of time (path dependent)Lyapunov functions were usedto obtain the design conditions, as wellas extra variables introduced bythe Finsler's lemma.Design problems that take into account an H guaranteed cost were investigated, providing robustness with respect to unstructured uncertainties. Numerical simulations show the effciency of the Abstract: 73 proposed methods in terms of H performance when compared with other strategies from the literature Keywords: Linear time invariant systems, Control theory, Liapunov functions, Stability, Mathematical optimization DYNAMIC OUTPUT FEEDBACK FOR DISCRETETIME MARKOV JUMP LINEAR SYSTEMS Controle Dinâmico de Saída para Sistemas Discretos com Saltos Markovianos. Alim Pedro De Castro Gonçalves Supervisor: José Cláudio Geromel (DSCE) Defense date: Jun,24 2009 This work addresses the H2 and H? output feedback design problem for discrete-time Markov jump linear systems. Initially, we study the filtering problem and propose different design techniques to deal with the Markov parameter, often called mode, availability and/or partly known transition probability. The main result is the characterization of all linear controllers such that the controlled output norm remains bounded by a given level, yielding the complete solution of the mode-dependent H2 and H? linear control design problem. All controllers are designed by solving linear matrix inequalities. The theory is illustrated by means of practical examples, consisting of control over data communication through a markovian channel and of statistical modelling of sensors/actuators failures Abstract: Keywords: Control Theory, Linear Systems, Stochastic Systems, Markov Processes STABILITY AND CONTROL OF LINEAR STOCHASTIC SYSTEMS WITH LONG-RUN AVERAGE COST CRITERION Estabilidade e Controle com Critério de Custo Médio a Longo Prazo em Sistemas Lineares Estocásticos. Alessandro do Nascimento Vargas Supervisor: João Bosco Ribeiro do Val (DT) Defense date: Jun,30 2009 This monograph presents results on stability and control of stochastic systems represented by linear operators with respect to the state which are non-linear with respect to the control. The control seeks to optimize a long run average cost (LRAC). The control structure does not depend on the past history of the process and it can be used, in particular, to represent a broad range of control problems that appears in the literature. Regarding the stability, it is shown that the stochastic system is asymptotically stable in the mean if the LRAC is finite and if controllability and observability assumptions are satisfied. To guarantee the uniform second moment stability, some additional conditions must be verified. With respect to the control, the main goal is to assure the existence of an optimal stationary policy for the LRAC problem within the class of systems considered, and some independent conditions are derived. An approximation for the minimum LRAC is obtained, and it is illustrated numerically for the regulator problem of Abstract: 74 Markov jump linear systems, under the assumption that the controller does not have access to the Markov state. Numerical examples illustrate the derived theory Keywords: Control theory, Stochastic systems, Linear systems, Markov processes CONTRIBUTION OF THE LU FACTORIZATION UPDATE IN THE SIMPLEX METHOD Contribuição da Atualização da Decomposição LU no Método Simplex. Daniela Renata Cantane Supervisor: Christiano Lyra Filho (DENSIS) Defense date: Aug,17 2009 Abstract: Finding efficient solution of linear systems is fundamental in the linear programming problems and the first method to obtain success for this class of problems was the Simplex method. With the objective to develop efficient alternatives to its implementation, techniques of the simplex basis LU factorization update are developed in this thesis to improve the solution of the Simplex method linear systems towards a matrix columns static reordering. A simulation of the Simplex method is implemented, carrying through the change of basis obtained from MINOS and verifying its sparsity. Only the factored columns actually modified by the change of the base are carried through to obtain an efficient LU factorization update. The matrix columns are reordered according to three strategies: minimum degree; block triangular form and the Björck strategy. Thus, sparse factorizations are obtained for any base without computational effort to obtain the order of columns, since the reordering of the matrix is static and base columns follow this ordering. The application of the block triangular form achieved the best results, for larger scale problems tested, in comparison to minimum degree method and the Björck strategy. Computational results for Netlib problems show the robustness of this approach and good computational performance, since there is no need of periodical factorizations as used in traditional updating methods. The proposed method obtained a reduction of the nonzero entries of the basis with respect to MINOS. This approach was applied in the cutting stock problems and the proposed method achieved a reduction of the computational time in the solution of such problems with respect to the GLPK. Keywords: Linear Programming, Simplex Method, LU Factorization Update Electronic, Opto-electronic, Micro-electronic DEPOSITION OF CARBON STRUCTURES BY ELECTROCHEMICAL PROCESS THROUGH ORGANIC SOLUTION AT ROOM TEMPERATURE Deposição de Estruturas Carboníferas por Processo Eletroquímico Através de Solução Orgânica em Temperatura Ambiente. Jackson Tsukada Supervisor: Vitor Baranauskas (DSIF) Defense date: Jul,03 2009 Sinopse da FEEC This work describes the synthesis of carbon materials by the liquid phase electrodeposition technique performed at room temperature. During the process of deposition, was used an electrolytic cell with potential diference between the electrodes not exceeding 300V. The solution used was pure ethanol well as deionized water mixed with ethanol. The samples were characterized by optical microscopy, scanning electron microscopy and Raman spectroscopy. Among the set of samples produced, there were those that presented structures of DiamondLike Carbon (DLC) and diamond. The interest in the liquid phase electrodeposition technique is justified by the possibility of synthesizing carbon materials at low temperatures Abstract: CMOS VOLTAGE REFERENCE WITH CURVATURE CORRECTION Referência de Tensão CMOS com Correção de Curvatura. Wellington Avelino Do Amaral Supervisor: José Antonio Siqueira Dias (DEMIC) Defense date: Jul,29 2009 Keywords: Carbon, Electrolyte, Ethanol, Water SI ANISOTROPIC ETCHING AND NANOSTRUCTURED SURFACE FORMATION USING HIGH DENSITY PLASMA Corrosão Anisotrópica e Formação de Superfície Nanoestruturada de SI Utilizando Plasma de Alta Densidade Clóvis Fischer Supervisor: Jacobus Willibrordus Swart (DSIF) Defense date: Jul,29 2009 This work explores the implementation, characterization and applications of BOSCH type process for bulk silicon etching (or bulk silicon micromachining) using inductively coupled high density plasma (ICP). This etching process is characterized by its high anisotropy and is performed by alternating etching steps, employing SF6 + Ar gas mixture, and passivation steps, employing C4F8 + Ar gas mixture. Ni-P metallic masks grown by electroless over silicon substrate were employed, showing high selectivity and thus allowing for long process times for deep etching. The difficulties of process implementation are discussed and a method to implement it is shown, comprising plasma etching with SF6 + Ar and fluorocarbon polimer deposition with C4F8 + Ar plasma. With a BOSCH type process developed, some experiments were performed aiming to optimize the anisotropy and the etch rate, the effect of process parameters on etching profiles was discussed. Medium etching rates of about 1.5 µm/min and vertical walls were achieved. The applications of this process include: (1) fabrication of a pressure sensor membrane and (2) fabrication of nanostructured silicon surfaces like nanopillars and nanocones. The nanocones surfaces are characterized by high light absorption ("black silicon") presenting minimum diffuse relectance of 0.91% at l = 783 nm, being potentially of great interest for photovoltaic convertion Abstract: The objective of this work is to design and prototype a CMOS voltage reference based on the threshold voltage of the MOS transistor. The innovation presented in this work is the use of an original architecture with high performance. In the laboratory measurements the circuit presented 11ppm/0C of variation. This performance is comparable to the bandgap references. A temperature sensor was also designed and presented a temperature coefficient of 1mV/0C. Therefore, two circuits were prototyped (the ceinv35 circuit and the ceinv66 circuit). The circuit ceinv35, using the trimmer structures, can operate as a voltage reference or a temperature sensor. The circuit ceinv66 was the main topology studied. It uses a Vth extractor circuit, a start-up circuit and an operational amplifier. The Vth extractor circuit uses an original topology. In both circuits (ceinv35 and ceinv66) were used trimmer structures to make possible off-chip adjusts. In the introduction chapter is presented an overview of the circuits used as voltage references. Some bandgap references and some techniques used to design CMOS voltage references are analyzed. In chapter 2 are shown the operation principles and the equations extracted of the proposed circuit. In chapter 3 are shown the simulation results. The circuit ceinv35 presented a temperature coefficient of 1mV/0C, working as a temperature sensor. On the other side, working as a voltage reference, the variation presented was 4:06ppm/0C. The circuit ceinv66 presented a variation of just 3:14ppm/0C. The chapter 4 covers the layout design of the circuits. The AMS (Austria Microsystems) technology with a minimum channel length of 0:35_m was used. In chapter 5 are presented the parasitic extraction simulations. After this analyses new adjusts were made in the circuits. The trimmers structures were used for this adjusts. In chapter 6 are provided the experimental results of both circuits. In chapter 7 is presented an alternative for the voltage reference design without using a start-up circuit. In this chapter is also presented a methodology for the trimmers design. In chapter 8 are discussed the proposed innovations and some conclusions about the design presented Abstract: Keywords: Integrated circuits, Complementary metal oxide semiconductors, Metal oxide semiconductors Keywords: Silicon, Microelectronics, Sensors, Corrosion Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 75 Computer Engineering SYNERGY BETWEEN ARTIFICIAL IMMUNE SYSTEMS AND PROBABILISTIC GRAPHICAL MODELS Sinergia entre Sistemas Imunológicos Artificiais e Modelos Gráficos Probabilísticos. Pablo Alberto Dalbem de Castro Supervisor: Fernando José Von Zuben (DCA) Defense date: Jul,07 2009 Artificial immune systems (AISs) and probabilistic graphical models are two important techniques for the design of intelligent systems, and they have been widely explored by researchers from diverse areas, in both theoretical and practical aspects. However, the potential of each technique is usually explored in isolation, without considering the possible cooperation between them. As a first contribution of this work, it is proposed an approach that explores the main advantages of AISs as optimization tools applied to the learning of Bayesian networks from data sets. On the other hand, the AISs already proposed to perform optimization in discrete and continuous spaces correspond to population-based meta-heuristics without mechanisms to deal effectively with building blocks, and also having few resources to benefit from the knowledge already acquired from the search space. The second contribution of this thesis is the proposition of four algorithms devoted to overcoming these limitations, both in single-objective and multiobjective contexts. The cloning and mutation operators are replaced by a probabilistic model representing the probability distribution of the best solutions. After that, this model is employed to generate new solutions. The probabilistic models adopted are the Bayesian network, for discrete spaces, and the Gaussian network, for continuous spaces. These choices are supported by their ability to properly capture the most relevant interactions among the variables of the problem. Promising results were obtained in the optimization experiments carried out, which have treated, in discrete spaces, feature selection and ensembles for pattern classification, and, in continuous spaces, multimodal functions of high dimension. Keywords: artificial immune systems, Bayesian networks, Gaussian networks, optimization in discrete and continuous domains, single-objective and multiobjective optimization Abstract: Keywords: Probability, Machine learning, Metaheuristic, Optimization, Intelligent buildings FROM PLANT MODELING TO CROWD DYNAMICS : A BIO-INSPIRED BEHAVIORAL ANIMATION MODEL Da Modelagem de Plantas à Dinâmica de Multidões: Um Modelo de Animação Comportamental BioInspirado. Alessandro de Lima Bicho Supervisor: Léo Pini Magalhães (DCA) Defense date: Jul,30 2009 This work presents a method for crowd simulation based on the biologically-motivated space Abstract: 76 colonization algorithm. This algorithm was originally introduced to model leaf venation patterns and the branching architecture of trees. It operates by simulating the competition for space between growing veins or branches. Adapted to crowd modeling, the space colonization algorithm focuses on the competition for space among moving agents. Several behaviors observed in real crowds, including collision avoidance, relationship of crowd density and speed of agents, and the formation of lanes in which people follow each other, are properties of the algorithm. The proposed crowd modeling method is simple to implement, robust, computationally efficient, and suited to the interactive control of simulated crowds Crowds, Human behavior, Computer animation, Computer simulation, Computer graphics Keywords: PREDICTION OF PROTEIN-PROTEIN INTERFACE REGION BASED ON STRUCTURAL INFORMATION Predição de Regiões de Interface Proteína-Proteína Baseado em Informações Estruturais. Roberto Hiroshi Higa Supervisor: Clésio Luis Tozzi (DCA) Defense date: Jul,30 2009 This work approaches the problem of protein-proteins interface region prediction based on measures of physical-chemical and structural properties. The approach considers the amino acids of the protein surface as the basic units for classification, such that the restriction of use of patches, considered by similar predictors, is eliminated. This predictor is complemented by a second one, which identifies, among the interface amino acids, those which are most relevant from the standpoint of protein-protein binding energy. The classifiers can be used independently, for predicting interface amino acids and hot spots. Unlike other approaches for prediction of hot spots, described in the literature, the proposed approach does not depend on the knowledge of the protein structure in complex. This allows predicting hot spots in complement to the prediction of the interface amino acids. Concerning the identification of hot spots, the proposed predictor outperformed those, described in the literature, which use the same data set and criterion for performance evaluation Abstract: Keywords: Protein, Prediction, Pattern recognition Electrical Energy THE IMPACT OF URBANIZATION ON THE DISTRIBUTION OF LIGHTNING INDUCED VOLTAGES ON OVERHEAD LINES O Impacto do Aumento da Urbanização nos Níveis das Tensões Induzidas por Descargas Atmosféricas nas Proximidades de Linhas de Transmissão. Fernando Zago Supervisor: José Pissolato Filho (DSCE) Defense date: Jun,18 2009 Some of the worst damage caused by lightning is indirect, that is, it is caused by Abstract: Sinopse da FEEC electromagnetic fields radiated from this kind of natural phenomenon resulting in electromagnetic compatibility problems or in challenges for designers of surge protection systems and shields against these interferences. This work considers one of these indirect effects, induced voltages on overhead lines by nearby atmospheric lightning discharges, using some of the most recent research in the area of electromagnetic fields generated by these natural phenomena. Starting from a rigorous mathematical formulation for a lightning channel, as well as for the electromagnetic fields generated by them, for the case of lightning striking the soil directly or an elevated grounded object, it was possible to carry out a comparative study of the urbanization effects close to an overhead line with respect to the increase or decrease of the induced voltages and currents when nearby lightning discharges occur. These effects were analyzed using computational simulations considering variations in some parameters associated with urbanization, such as: number of elevated objects, elevated objects average height, different models for the calculation of attractive radius and occupation or urbanization density. Taking into account the research and the computational program developed in this work, methodologies to evaluate the modifications on the occurrence patterns of lightning induced voltages on overhead lines localized at different urban occupation landscapes or at the vicinity of elevated objects like telecommunication towers, were proposed. not been obtained yet. Probably, for two parallel double three-phase lines, considering future development and searching for the exact single real transformation matrix, the analyses are based on a single homopolar reference. This suggestion is related to that in the all analyses carried out in this work, the homopolar mode is used as the only homopolar reference for all phase conductors of the studied system Keywords: Eigenvalues, Eletric power transmission, Eletric transmission, Eigenvectors TOOLS AND METHODOLOGY FOR DATA CONSOLIDATION FROM BRAZILIAN HYDROELECTRIC PLANTS Ferramentas e metodologia para consolidação de dados de usinas hidreletricas brasileiras Ieda Geriberto Hidalgo Supervisor: Secundino Soares Filho (DENSIS) Defense date: Aug,18 2009 This work presents tools and procedures for the data consolidation from Brazilian hydroelectric plants. The objective is to improve the quality of the input data to the computational models used in the mid and short term operation planning. As support tool to the application of the methodology, are described: the data manager HydroData, the queries builder HydroConsulta and the simulator of the hydroelectric plants operation HydroSim. The procedures sequence is divided into two steps: analysis of the database coherency and effective consolidation of the functions. In the case study the methodology was applied to a hydroelectric plant which is part of the National Interconnected System and whose operation is under the coordination and control of the Independent System Operator. In order to evaluate the procedures, were made studies of hydroelectric operation reproduction, to the mid and short term, alternating official data and consolidated data in accordance with the technique presented. The results show that the improvement of the data quality, obtained with the application of the proposed methodology, brings the simulated and real operation closer. This way, it contributes to the efficiency, reliability and performance analysis of the computational models in use in the Brazilian electric sector. Hydroelectric power plants, Planning, Data processing, Data bases, Abstract: Keywords: Lightning, Electricity atmospheric, Telecommunication lines, Electromagnetic compatility, Electromagnetic indution SILGLE REAL TRANSFORMATION MATRICES APPLIED TO DOUBLE TRHEE-PHASE TRANSMISSION LINES Matrizes de Transformação Reais Aplicadas as Linhas de Transmissão de Circuito Duplo José Carlos da Costa Campos Supervisor: José Pissolato Filho (DSCE) Defense date: Jul,02 2009 Single real transformation matrices are applied as phase-mode transformation matrices of typical symmetrical systems with double three-phase and two parallel double three-phase transmission lines. These single real transformation matrices are achieved from eigenvector matrices of the mentioned systems and they are based on Clarke's matrix. Using linear combinations of the Clarke's matrix elements, the techniques applied to the single three-phase lines are extended to systems with 6 or 12 phase conductors. For transposed double three-phase lines, phase Z and Y matrices are changed into diagonal matrices in mode domain. Considering non-transposed cases of double three-phase lines, the results are not exact and the error analyses are performed using the eigenvalues. In case of two parallel double three-phase lines, the exact single real transformation matrix has Abstract: Keywords: Telecommunication and Telematic TIME-VARYING MIMO CHANNEL ESTIMATION USING KALMAN FILTERS Estimação de Canais MIMO Variantes no Tempo Usando Filtros de Kalman. Murilo Bellezoni Loiola Supervisor: Renato da Rocha Lopes (DECOM) Defense date: May,18 2009 Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 In this work we use Kalman filters to estimate time-varying wireless channels in multiple- Abstract: 77 input, multiple-output (MIMO) systems. First, we propose an optimal estimator (in the minimum mean squared error sense) to track flat channels in orthogonal space-time block coded systems. Due to the orthogonality inherent to these codes, the Kalman filter equations can be simplified. We also show that the channel estimates provided by the proposed estimator correspond to weighted sums of instantaneous maximum likelihood channel estimates. For constant modulus signal constellations, we propose a steady-state Kalman filter. The proposed steady-state Kalman filter suffers negligible performance degradation compared to the optimal Kalman filter while requiring just a fraction of its complexity. After that, we propose an extended Kalman filter-based receiver that jointly performs the estimation of time-varying frequency-selective MIMO channels and the detection of transmitted signals in spatial multiplexing systems. Finally, we adapt this joint estimator to a turbo receiver. Therefore, the joint estimator can benefit from the error correction capabilities of channel codes to iteratively improve channel and signal estimates Keywords: Wireless communication systems, Kalman filters, Signal processing, MIMO systems, Estimation theory THEORETICAL CONTRIBUTIONS TO THE STUDY OF CORRELATED DISTRIBUTIONS FUNCIONS OF WIRELESS CHANNELS Contribuições Teóricas para o Estudo de Funções de Distribuição Correlacionadas em um Canal sem Fio. Rausley Adriano Amaral de Souza Supervisor: Michel Daoud Yacoub (DECOM) Defense date: May,21 2009 In wireless communications, the multipath fading is modeled by several distributions including Hoyt, Rayleigh, Weibull, Nakagami-m, and Rice. In this thesis, new, exact expressions for the bivariate Hoyt (Nakagami-q) processes with arbitrary correlation in a nonstationary environment are derived. More specifically, the following are obtained: joint probability density function, joint cumulative distribution function, power correlation coefficient, and some statistics related to the signal-tonoise ratio at the output of the selection combiner, namely, outage probability and probability density function. The expressions make use of the well known generalized Laguerre polynomials. They are mathematically tractable and flexible enough to accommodate a myriad of correlation scenarios, useful in the analysis of a more general fading environment. After this, capitalizing on result previously deduced, exact expressions concerning the bivariate Nakagamimprocesses with arbitrary correlation and fading parameters are derived. More specifically, the following are obtained in the present work: joint moment generating function; joint probability density function; joint cumulative distribution function; power Abstract: 78 correlation coefficient; and several statistics related to the signal-to-noise ratio at the output of the selection combiner, namely, outage probability, probability density function, and mean SNR. More recently, the ®-µ fading model has been proposed that accounts for the non-linearity of the propagation medium as well as for the multipath clustering of the radio waves. The ®µ distribution is general, flexible, and mathematically easily tractable. It includes important distributions such as Gamma (and its discrete versions Erlang and Central Chi-Squared), Nakagami-m (and its discrete version Chi), Exponential, Weibull, One-Side Gaussian, and Rayleigh. An infinite series formulation for the multivariate ®-µ joint probability density function with arbitrary correlation matrix and nonidentically distributed variates is derived. The expression is exact and general and includes all of the results previously published in the literature concerning the distributions comprised by the ®-µ distribution. The general expression is then particularized to an indeed very simple, approximate closed-form solution. In addition, a multivariate joint cumulative distribution function is obtained, again in simple, closed-form manner. Approximate and exact results are very close to each other for small as well medium values of correlation. We maintain, however, that a relation among the correlation coefficients of the corresponding Gaussian components must be kept so that convergence is attained Keywords: Correlation, Probability density functions, Fading, Diversity, Nakagami MULTILEVEL HARMONIC BALANCE ANALYSIS OF LARGE-SCALE NONLINEAR RF CIRCUITS VIA NEWTON-KRYLOV AND TENSOR-KRYLOV METHODS Análise do Balanço Harmônico Multi-níveis para Circuitos de RF Não-lineares em Grande-escala Via os Métodos de Newton-Krylov e do Tensor-Krylov. Oswaldo Pedreira Paixao Supervisor: Hugo E. Hernandez Figueroa (DMO) Defense date: Jul,15 2009 Abstract: This work deals with the development of new techniques for nonautonomous nonlinear steadystate analysis of high-speed large-scale integrated circuits. To this end, it is proposed a novel harmonic balance (HB) method fundamented on a efficient multi-level decomposition methodology, that divides a large-scale circuit into hierarchical structure of sparsely interconnected supernetworks (SuNs). More precisely, the circuit is composed by intermediary SuRs, bottom SuRs and connection networks (CNs). The bottom SuNs are decomposed into a cluster of nonlinear subnetworks (NSNs) corresponding to the opto-electronic semiconductor devices, which in turn, are embedded by a linear subnetwork (LSN). Multiport elements can be included in the LSN, in order to use measured data or results from electromagnetic analysis of structures with complex geometries. The Sinopse da FEEC formulation of the bottom SuN state and probe equations uses an improved table-oriented statespace formulation (SSF), that produces a square system with the lowest possible size, which is equal to the number of nonlinear state-variables (branch voltages and currents) that act as argument of the fuctions representing the semiconductor devices nonlinearities. The SSF is compared with the classical modified nodal formulation (MNF). For dealing with signal timefrequency conversions, discrete Fourier transform (DFT) techniques for different multi-tone regimes are discussed, including complex digitally modulated signals. The multi-level HB determining equation of the circuit assumes a hierarchical block bordered structure that can be efficiently tackled by parallel processing techniques. The HB jacobian matrix is handled using efficient sparse matrix techniques with a proper definition of the derivatives spectra. For the solution of a large-size HB problem, we investigated the applications of inexact tensor method based on Krylov-subspace techniques. Preconditioning are used to improve the robustness of the iterative tensor solver. To determine the circuit DC regime, we employ the tensor method. We adopted the backtracking linesearch technique as a globalisation strategy. However, for the tensor method, in particular, a curvilinear linesearch was also implemented. Finally, the formulation was validated and, the tensor and inexact tensor method efficiency was compared with the Newton and inexact Newton method, respectively, for several different circuits using diodos, FETs and HBTs, and operating under different multi-tone regimes prices mechanisms, negotiation inside and outside of the administrative domain and control of commercial transactions of the sharing processes. The individual satisfactions reached based on the well succeed sharing were appraised in order to determine their influences in the continuity of the market Keywords: Grid computing (Computer systems), Electronic data processing, Economics models LOCALIZED BEAMS IN OPTICAL TWEEZERS WITH CONVENTIONAL AND METAMATERIAL PARTICLES Feixes localizados em pinças ópticas com partículas convencionais e metamateriais. Leonardo André Ambrósio Supervisor: Hugo Enrique Hernández Figueroa (DMO) Defense date: Aug,31 2009 Keywords: Space-times, Semiconductor devices, Nonlinear electric circuits, Fourier analysis, Computer-assisted design STRATEGIES FOR COMPUTATIONAL RESOURCES TRADING IN DESKTOP GRIDS Estratégias para Comercialização de Recursos Computacionais em Desktop Grids Lourival Aparecido de Gois Supervisor: Walter da Cunha Borelli (DT) Defense date: Jul,17 2009 In this thesis, we explore some applications of localized beams in FSO - Free Space Optics - and optical tweezers, greater emphasis been given to the second one. For FSO, we show that it is possible to choose the desired longitudinal intensity pattern by using optical elements adequately modeled in their phase functions: the axicons. In this way, these beams could be uses for optical alignment of the link. In the case of optical tweezers, we investigate the possibility that it will soon be possible to design and build homogeneous spherical particles, in the micron scale, with negative refractive index (the so called DNG particles, or Double-Negative particles), and we verify some properties related to optical trapping, both for Gaussian and Bessel beams, in the optics ray regime and in the more general electromagnetic case. The idea that particles with refractive index higher than the medium in which it is immersed is attracted to regions of high intensity, whereas it is attracted to regions of low intensity when its refractive index is lower than the medium, although valid for conventional particles - those with positive refractive index - must be revisited for DNG particles Abstract: Keywords: Laser beams, Metamaterials, Optical tweezers, Diffraction, Electromagnetics The association of idle machines in desktop grids architectures represents a significant progress in the solution of complex problems in areas as science, engineering, trade and others. The difficulty in the implementation and in the continuity of these architectures is to maintain the levels of availability demanded by their users. In its majority, the users are constituted by volunteers that share their resources without any formalized commitment. This thesis proposes strategies for the design of a resources administration system called DGridE - Desktop Grid Economy, based on the microeconomics principle of traditional markets of goods and services. This approach allowed the structuring of a computational resource market through the utilization of formation Abstract: Boletim Acadêmico da FEEC-Unicamp - Vol. 2 número 2 79