A survey of convergence results on particle filtering methods for practitioners

Optimal filtering problems are ubiquitous in signal processing and related fields. Except for a restricted class of models, the optimal filter does not admit a closed-form expression. Particle filtering methods are a set of flexible and powerful sequential Monte Carlo methods designed to solve the o...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Crisan, D, Doucet, A
Fformat: Journal article
Iaith:English
Cyhoeddwyd: 2002