Exact approximation of rao-blackwellised particle filters

Particle methods are a category of Monte Carlo algorithms that have become popular for performing inference in non-linear non-Gaussian state-space models. The class of "Rao-Blackwellised" particle filters exploits the analytic marginalisation that is possible for some statespace models to...

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Bibliographic Details
Main Authors: Johansen, A, Whiteley, N, Doucet, A
Format: Journal article
Language:English
Published: 2012