Sequential multiple target detection using particle filters

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 poste...

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Bibliographic Details
Main Authors: Garcia Fernandez, Angel, Grajal, J.
Format: Conference Paper
Published: 2011
Online Access:http://hdl.handle.net/20.500.11937/54964