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Complete Coverage Path Planning of Mobile Robot Based on Dynamic Programming Algorithm

Peng Zhou, Zhongmin Wang, Zhennan Li, Yang Li

发表年份
2012
引用次数
29
访问权限
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摘要

A complete coverage path planning algorithm, which combines local space coverage with global planning, is proposed. At first, environmental model of mobile robot in a space with obstacles is built by Boustrophedon unit decomposition method, and mobile robot realizes coverage in a reciprocating way in local space. Secondly, it takes local space dividing, sub-space connecting sequence and sub-space walking route into account, then a completely connected distance matrix that represents the connecting relationship of the coverage space are defined. Thirdly, dynamic programming algorithm is used to optimize this matrix and a shortest global coverage sequence is acquired. Simulation example proves the effectiveness of the proposed algorithm.

关键词

Computer scienceMobile robotMotion planningPath (computing)Dynamic programmingAlgorithmRobotArtificial intelligenceProgramming language

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