The Gmapping algorithm is a particle filtering algorithm in small scenes and cannot detect loops. At the same time, the algorithm performance requirements are high, because the robot runs faster when recording data. Therefore, the result of the map construction is poor, and the map is completely disorganized. The experimental scene is 22.4m long from east to west and 19.7m long from north to south. The results of the map construction show that the algorithm used in this paper is improved by 3.6% and 2.2% in two directions than cartogepar.
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