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 (...

Повний опис

Бібліографічні деталі
Автори: Johansen, A, Singh, S, Doucet, A, Vo, B
Формат: Journal article
Мова:English
Опубліковано: 2006