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...

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Bibliographic Details
Main Authors: Crisan, D, Doucet, A
Format: Journal article
Language:English
Published: 2002