Showing papers by "Pavel Chigansky published in 2002"
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TL;DR: In this article, the stability of the Wonham filter with respect to initial conditions is studied in terms of the transition intensities matrix and the observation structure, and new bounds for the exponential stability rates do not depend on the observations.
Abstract: Stability problem of the Wonham filter with respect to initial conditions is addressed. The case of ergodic signals is revisited in view of a gap in the classic work of H. Kunita (1971). We give new bounds for the exponential stability rates, which do not depend on the observations. In the non-ergodic case, the stability is implied by identifiability conditions, formulated explicitly in terms of the transition intensities matrix and the observation structure.
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