Series Expansion Approximations of Brownian Motion for Non-Linear Kalman Filtering of Diffusion Processes

Simon Lyons, Simo Särkkä, Amos Storkey

In this paper, we describe a novel application of sigma-point methods to continuous-discrete filtering. In principle, the nonlinear continuous- discrete filtering problem can be so…