Moment-based Kalman Filter: Nonlinear Kalman Filtering with Exact Moment Propagation

Yutaka Shimizu, Ashkan Jasour, Maani Ghaffari +1

This paper develops a new nonlinear filter, called Moment-based Kalman Filter (MKF), using the exact moment propagation method. Existing state estimation methods use linearization…