Asymptotically exact unweighted particle filter for manifold-valued hidden states and point process observations

Simone Carlo Surace, Anna Kutschireiter, Jean-Pascal Pfister

The filtering of a Markov diffusion process on a manifold from counting process observations leads to `large' changes in the conditional distribution upon an observed event, corres…