On sequential simulation-based methods for Bayesian filtering
Arnaud Doucet, Cambridge Univ. (United Kingdom). Dept. of Engineering · 1998
Abstract. In this report, we present an overview of sequential simulationbased methods for Bayesian filtering of nonlinear and non-Gaussian dynamic models. It includes in a general framework numerous methods proposed independently in various areas of science and proposes some original developments.