2022
Point-Mass Filter with Decomposition of Transient Density
ICASSP 2022accepted
The paper deals with the state estimation of nonlinear stochastic dynamic systems with special attention on a grid-based numerical solution to the Bayesian recursive relations, the point-mass filter (PMF). In the paper, a novel functional decomposition of the transient density describing the system…