To spike or not to spike: the whims of the Wonham filter in the strong noise regime

Cédric Bernardin, Reda Chhaibi, Joseph Najnudel +1

We study the celebrated Shiryaev-Wonham filter (1964) in its historical setup where the hidden Markov jump process has two states. We are interested in the weak noise regime for th…