Exactly Optimal Bayesian Quickest Change Detection for Hidden Markov Models

Jason J. Ford, Jasmin James, Timothy L. Molloy

This paper considers the quickest detection problem for hidden Markov models (HMMs) in a Bayesian setting. We construct an augmented HMM representation of the problem that allows t…