Variance reduction for particle filters of systems with time-scale separation

Dror Givon, Panagiotis Stinis, Jonathan Weare

We present a particle filter construction for a system that exhibits time-scale separation. The separation of time-scales allows two simplifications that we exploit: i) The use of…