Distributed SLAM Using Improved Particle Filter for Mobile Robot Localization
The distributed SLAM system has a similar estimation performance and requires only one-fifth of the computation time compared with centralized particle filter.However, particle impoverishment is inevitably because of the random particles prediction and resampling applied in generic particle filter, especially in SLAM problem that involves a large n