Andras Fulop

Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions

This paper is concerned with online filtering of discretely observed nonlinear diffusion processes. Our approach is based on the fully adapted auxiliary particle filter, which involves Doob's $h$-transforms that are typically intractable. We propose a computational framework to approximate these $h$…