Deterministic Optimal Transport-based Gaussian Mixture Particle Filtering for Verifiable Applications

Andrey A Popov, Renato Zanetti

Mixture-model particle filters such as the ensemble Gaussian mixture filter require a resampling procedure in order to converge to exact Bayesian inference. Canonically, stochastic…