On a class of constrained Bayesian filters and their numerical implementation in high-dimensional state-space Markov models

Utku Erdogan, Gabriel J. Lord, Joaquin Miguez

Bayesian filtering is a key tool in many problems that involve the online processing of data, including data assimilation, optimal control, nonlinear tracking and others. Unfortuna…