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Marcelo Gomes da Silva Bruno

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Ministério da Defesa (Brasil). Instituto Tecnológico de Aeronáutica (ITA). Divisão de Engenharia Eletrônica (IEE)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

M. G. S. Bruno received the B.S. and M.S. degrees in electrical engineering from the University of São Paulo, Brazil, and the Ph.D degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh PA, U.S.A. His main area of research is statistical signal processing, with an emphasis on sequential Monte Carlo methods/particle filters, Markov Chain Monte Carlo (MCMC), probabilistic models on graphs (HMMs, Bayesian networks, Markov random fields) and their applications in target detection and tracking, navigation, image/video processing, mobile robotics, machine learning, and telecommunications. Current interests include distributed signal processing, particularly Bayesian methods for distributed estimation of signals or parameters in cooperative sensor networks combining sequential Monte Carlo methods with consensus, diffusion and/or random information dissemination strategies. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (3)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Data from Web of Science

OLIVEIRA, HALLYSSON; DIAS, STIVEN SCHWANZ; BRUNO, MARCELO GOMES DA SILVA. Cooperative Terrain Navigation Using Hybrid GMM/SMC Message Passing on Factor Graphs. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, v. 56, n. 5, p. 3958-3970, . Web of Science Citations: 0. (18/26191-0)

FERNANDES, GUILHERME C. G.; DIAS, STIVEN S.; MAXIMO, MARCOS R. O. A.; BRUNO, MARCELO G. S.. Cooperative Localization for Multiple Soccer Agents Using Factor Graphs and Sequential Monte Carlo. IEEE ACCESS, v. 8, p. 213168-213184, . Web of Science Citations: 0. (18/26191-0)

DE FIGUEREDO, CAIO G.; BORDIN JR, CLAUDIO J.; BRUNO, MARCELO G. S.. Cooperative Parameter Estimation on the Unit Sphere Using a Network of Diffusion Particle Filters. IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 715-719, . Web of Science Citations: 0. (18/26191-0)

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