This paper deals with the problem of robot localization and object tracking inside a space with distributed sensors - Intelligent Space. In addition to static sensors distributed in the space, a mobile robot is used as a mobile sensor to gather additional information and improve the estimation. We discuss the characteristics of such a tracking system, which uses both robot onboard and static sensors. In the implementation laser range finders were used.
