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 (...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Johansen, A, Singh, S, Doucet, A, Vo, B
Format: Journal article
Język:English
Wydane: 2006