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SIMULTANEOUS POSITIONING AND TRACKING USING DYNAMIC FACTOR GRAPHS AND GEOMETRIC AVERAGE FUSION

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Autor(es):
Oliveira, Hallysson ; Dias, Stiven S. ; Bruno, Marcelo G. S.
Número total de Autores: 3
Tipo de documento: Artigo Científico
Fonte: 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2024); v. N/A, p. 5-pg., 2024-01-01.
Resumo

We present in this paper a fully distributed algorithm for simultaneous positioning of cooperative aircraft and distributed tracking of a noncooperative target. We model the probability of connection between the aircraft and the probability of an aircraft detecting the target and implement the simultaneous positioning and tracking algorithm using dynamic factor graphs that incorporate geometric average fusion. (AU)

Processo FAPESP: 20/09838-0 - BI0S - Brazilian Institute of Data Science
Beneficiário:João Marcos Travassos Romano
Modalidade de apoio: Auxílio à Pesquisa - Programa Centros de Pesquisa em Engenharia