  The filtering problem for finite state Markov chains is revisited, when the
intensity of the observation noise increases. We give a description of
conditional measure concentration around the invariant distribution of the
signal and derive asymptotic expressions for the performance indices of the
MMSE and MAP filtering estimates.
