Several Characters of a Class of New Hidden Markov Models

This paper presents a new type of hidden markov models in which the current state depends on the immediately preceding observation.At first,strong Markov property of this new type of hidden markov models are given by using the properties of Markov chains.As corollaries,we obtained the strong limit theorems about frequency of occurrence of states for this kind of new Markov models.