Joaquı́n Mı́guez

Nudging the particle filter

2017 · arXiv (Cornell University)

We investigate a new sampling scheme aimed at improving the performance of particle filters whenever (a) there is a significant mismatch between the assumed model dynamics and the actual system, or (b) the posterior probability …