Mixture-Weighted Ensemble Kalman Filter with Quasi-Monte Carlo Transport

Ilja Klebanov, Claudia Schillings, Dana Wrischnig

The Bootstrap Particle Filter (BPF) and the Ensemble Kalman Filter (EnKF) are two widely used methods for sequential Bayesian filtering: the BPF is asymptotically exact but can suf…