Variable Splitting Methods for Constrained State Estimation in Partially Observed Markov Processes

Rui Gao, Filip Tronarp, Simo Särkkä

In this paper, we propose a class of efficient, accurate, and general methods for solving state-estimation problems with equality and inequality constraints. The methods are based…