Bayesian filtering for nonlinear stochastic systems using holonomic gradient method with integral transform

Tomoyuki Iori, Toshiyuki Ohtsuka

This paper proposes a symbolic-numeric Bayesian filtering method for a class of discrete-time nonlinear stochastic systems to achieve high accuracy with a relatively small online c…