Parameter estimation of Markov-switching Hammerstein systems using the variational Bayesian approach

摘要

Parameter estimation of Markov-switching Hammerstein systems is presented in this study. The random switching mode is described by a hidden Markov model. An input non-linear controlled autoregressive Hammerstein model is applied to describe the dynamic pr