On estimation states of hidden markov models in condition of unknown transition matrix

Vasily Vasilyev, Alexander Dobrovidov

In this paper, we develop methods of nonlinear filtering and prediction of an unobservable Markov chain with a finite set of states. This Markov chain controls coefficients of AR(p…