Research on Occupancy Grid Map Creation Method Based on RPBF-SLAM

In this paper, the traditional RPBF-SLAM algorithm improves the particle sampling stage, resampling stage and map construction stage, and proposes an offline grid map resolution optimization scheme, which improves the map resolution while ensuring the real-time nature of the algorithm.