Introduction - If you have any usage issues, please Google them yourself
"A Tutorial on Particle Filters for Online Nonlinear Non-Gaussian Bayesian Tracking"
This is a paper about tracking by particle filter.
This is very useful.
A Tutorial on Particle Filters for Online Nonlinear Non-Gaussian Bayesian Tracking_2002.pdf