A Martingale Approach to Linear Recursive State Estimation

Abstract

In this paper we present a new approach to linear recursive estimation (Bucy–Kalman filtering) which we believe may be more elegant and satisfying than extant treatments. The main idea is to exploit the simpler problem of estimating one Martingale from another.