Probabilistic Robotics Bayes Filter Implementations Particle filters.
Particle Filters Importance Sampling Unfortunately it is often not possible to sample directly from the posterior distribution, but we can use importance.
Particle Filters++ Pieter Abbeel UC Berkeley EECS Many slides adapted from Thrun, Burgard and Fox, Probabilistic Robotics TexPoint fonts used in EMF. Read.