Error Analysis for the Particle Filter: Methods and Theoretical Support

Ziyu Liu, Shihong Wei, James C. Spall

The particle filter is a popular Bayesian filtering algorithm for use in cases where the state-space model is nonlinear and/or the random terms (initial state or noises) are non-Ga…