Bamdad Hosseini

An Optimal Transport Formulation of Bayes’ Law for Nonlinear Filtering Algorithms

2022 · 2022 IEEE 61st Conference on Decision and Control (CDC)

This paper presents a variational representation of the Bayes’ law using optimal transportation theory. The variational representation is in terms of the optimal transportation between the joint distribution of the (state, observation) and their independent …