Descripción
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We create and compare three sequential hypothesis tests for multiple target detection using particle filters. The algorithm with best performance assigns a variable number of particles to each hypothesis according to the posterior probabilities to optimise computational resources. Besides, the posterior probabilities of the hypotheses are calculated in a robust way regarding sample degeneracy. | |
Internacional
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Si |
Nombre congreso
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IEEE Statistical Signal Processing Workshop |
Tipo de participación
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960 |
Lugar del congreso
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Niza, Francia |
Revisores
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Si |
ISBN o ISSN
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978-1-4577-0568-7 |
DOI
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Fecha inicio congreso
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28/06/2011 |
Fecha fin congreso
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30/06/2011 |
Desde la página
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749 |
Hasta la página
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752 |
Título de las actas
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Sequential multiple target detection using particle filters |