This paper describes the obstacle detection and
tracking algorithms developed for Boss, which is Carnegie Mellon
University ’s winning entry in the 2007 DARPA Urban Challenge.
We describe the tracking subsystem and show how it functions in
the context of the larger perception system. The tracking su