Adapting sample size in particle filters through KLD-resampling

Tiancheng Li, Shudong Sun, Tariq Pervez Sattar

This letter provides an adaptive resampling method. It determines the number of particles to resample so that the Kullback-Leibler distance (KLD) between distribution of particles…