Introduction to Bayesian Tracking and Particle Filters

This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader to multiple target tracking by presenting useful approximate methods that are easy to implement compared to full-blown multiple target trackers.

The book presents the basic concepts of Bayesian inference and demonstrates the power of the Baye...