Moderate deviations for particle filtering

R. Douc, A. Guillin, J. Najim

Consider the state space model (X_t,Y_t), where (X_t) is a Markov chain, and (Y_t) are the observations. In order to solve the so-called filtering problem, one has to compute L(X_t…