This document provides an overview over literature relevant to (multi-) object tracking based on sequential Monte Carlo methods. Besides milestones like [IB98a] (CONDENSATION) or [DdFG02] (sequential Monte Carlo methods), there are also some less fundamental articles, presenting some original ideas or extend the basic algorithms in a remarkable way. The reviewed articles are grouped in two majo...