A critical analysis of resampling strategies for the regularized particle filter

Pierre Carmier, Olexiy Kyrgyzov, Paul-Henry Cournède

We analyze the performance of different resampling strategies for the regularized particle filter regarding parameter estimation. We show in particular, building on analytical insi…