Efficient Bayesian Methods for Counting Processes in Partially Observable Environments

Ferdian Jovan, Jeremy L. Wyatt, Nick Hawes

Abstract: When sensors that count events are unreliable, the data sets that result cannot be trusted. We address this common problem by developing practical Bayesian estimators for a partially observable Poi...