Convergence of the SMC implementation of the PHD filte

The probability hypothesis density (PHD) filter is a first moment approximation to the evolution of a dynamic point process which can be used to approximate the optimal filtering equations of the multiple-object tracking problem. We show that, under reasonable assumptions, a sequential Monte Carlo (...

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Autori principali: Johansen, A, Singh, S, Doucet, A, Vo, B
Natura: Journal article
Lingua:English
Pubblicazione: 2006