Safety of particle filters: Some results on the time evolution of particle filter estimates

Mathieu Gerber

Particle filters (PFs) form a class of Monte Carlo algorithms that propagate over time a set of $N\ge 1$ particles which can be used to estimate, in an online fashion, the sequenc…