Adaptive estimation of doubly stochastic Poisson processes with application to adaptive optics

The optimal adaptive estimator structure for a class of doubly stochastic Poisson processes (DSPP) is presented. Moment assumptions are used to obtain a quasi-optimal structure. Examples are given including applications to adaptive optics.