Abstract
This paper proposes robust localization method using free-space observation model based on particle filter. The proposed free-space observation model judges whether free-space of a laser beam of a sensor is proper. This paper describes the free-space observation model and several experimental results. In the experiments, the proposed localization algorithm achieves 1km localization in indoor and outdoor environments with many unkown objects.
