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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的快速路径规划算法(移动机器人)

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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:确定工作空间中起始位置和目标位置之间移动机器人的最短无碰撞路径对于自主移动机器人的设计至关重要。作者提出了一种可行的路径规划算法,该算法使用路径图在四叉树表示上运行。代表工作空间的四叉树是通过对天花板上的摄像机拍摄的真实图像进行快速转换而获得的。四叉树通过定位的分层结构将工作区中的障碍物区域和其他区域集成在一起。通过使用这种分层结构,将移动机器人缩小到一个点,然后在四叉树中也可以理解机器人无法进入的禁止区域。因此,该算法可以从四叉树中选择最短的无碰撞路径,即两个给定位置之间的线。实验结果表明,该算法在计算时间上优于某些常规算法。

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