将一个工作区域划分给多个移动机器人的算法

D. Kurabayashi, J. Ota, T. Arai, E. Yoshida
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引用次数: 36

摘要

为了使多个移动机器人高效协作,提出了一种将工作区域划分为小块的算法。搜索整个工作区域是移动机器人最基本、最本质的任务。作者期望通过多个机器人的合作来分担搜索成本。在该算法中,机器人的搜索运动用路径表示。同时引入位形空间的边和Voronoi图来计算整个区域的路径。作者利用中国邮差问题的算法生成了一个遍历所有路径的路径游。代价是用路径的总长度来估计的。通过成本评估,为每个机器人分配合适的路径。仿真结果验证了该算法的有效性。
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An algorithm of dividing a work area to multiple mobile robots
Proposes an algorithm of dividing a work area into small pieces in order to make multiple mobile robots cooperate efficiently. Searching of a whole work area is the most fundamental and the most essential task of mobile robots. The authors expect that the cost of searching is shared by cooperation of multiple robots. In the proposed algorithm, searching motions of robots are represented by paths. Both edges of the configuration space and the Voronoi diagram are introduced so as to compute paths in the whole area. The authors generate a tour of the paths to traverse all the paths using the algorithm of the Chinese postman problem. The cost is estimated as the total length of the paths. By means of the cost evaluation, the appropriate paths are assigned to each robot. The efficiency of the proposed algorithm is verified by simulations.
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