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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. | |
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Internacional
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Si |
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Nombre congreso
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IEEE Statistical Signal Processing Workshop |
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Tipo de participación
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960 |
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Lugar del congreso
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Niza, Francia |
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Revisores
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Si |
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ISBN o ISSN
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978-1-4577-0568-7 |
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DOI
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Fecha inicio congreso
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28/06/2011 |
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Fecha fin congreso
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30/06/2011 |
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Desde la página
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749 |
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Hasta la página
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752 |
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Título de las actas
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Sequential multiple target detection using particle filters |