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A fast path-planning algorithm by synchronizing modification and search of its path graph (mobile robots)

机译:通过同步修改和搜索其路径图(移动机器人)来快速路径规划算法

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Determination of the shortest collision-free path for a mobile robot between start and goal positions in a workspace is central to the design of an autonomous mobile robot. The authors present a feasible path-planning algorithm which runs on the quadtree representation using a path graph. The quadtree representing the workspace is obtained from fast conversion of a real image taken through a camera on the ceiling. The quadtree integrates both obstacle regions and other regions in the workspace with its hierarchical structure in positioning. By using this hierarchical structure, the mobile robot is reduced to a point and then the forbidden regions where the robot cannot enter into are also understood in the quadtree. Hence, the algorithm can select the shortest collision-free path from the quadtree, i.e. a line between two given positions. Experimental results show that the proposed algorithm is superior to certain conventional algorithms with respect to calculation time.
机译:在工作区中的开始和目标位置之间的移动机器人的最短碰撞路径的确定是自主移动机器人的设计的核心。作者呈现了一种可行的路径规划算法,该算法使用路径图在Quadtree表示上运行。代表工作空间的Quadtree是从天花板上通过相机拍摄的真实图像的快速转换获得的。 Quadtree将工作区中的障碍区域和其他区域与其定位的分层结构集成在一起。通过使用该层级结构,移动机器人减少到一个点,然后在Quadtree中理解机器人不能进入的禁区。因此,该算法可以从Quadtree中选择最短的碰撞路径,即两个给定位置之间的线。实验结果表明,该算法优于关于计算时间的特定常规算法。

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