2021
Near-Optimal Resampling in Particle Filters Using the Ising Energy Model
ICASSP 2021accepted
Resampling increasing the variance of the tracking algorithm in Particle Filtering (PF). Instead of utilizing resampling procedures that rely on asymptotic convergence properties, we show that intelligently selecting and replicating a set of samples can better represent the posterior approximation a…