Title of article :
Stability of the nonlinear filter for slowly switching Markov chains
Author/Authors :
Pavel Chigansky، نويسنده , , Pavel، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2006
Abstract :
Exponential stability of the nonlinear filtering equation is revisited, when the signal is a finite state Markov chain. An asymptotic upper bound for the filtering error due to an incorrect initial condition is derived in the case of a slowly switching signal.
Keywords :
Hidden Markov Models , Nonlinear filtering , Lyapunov exponents , Kullback–Leibler relative entropy , stability
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications