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METHOD FOR PLANNING SHORTEST PATH IN ROBOT OBSTACLE AVOIDANCE

机译:机器人避障最短路径的规划方法

摘要

Provided is a method for planning a shortest path in robot obstacle avoidance, comprising the following steps: using a convolution operation to obtain a probability grid map by; improving an original A* algorithm and obtaining a cost function of the improved A* algorithm; using the improved A* algorithm to search for, on the basis of the probability grid map, the shortest path from a starting point to an end point. The method of the present invention for planning a shortest path in robot obstacle avoidance improves an original grid map to obtain a probability grid map, and uses an improved A* algorithm to search for, on the basis of the probability grid map, a shortest path, so that a robot can avoid an obstacle by a certain distance and move more safely and reliably on a path obtained after planning.
机译:提供了一种用于规避机器人避障的最短路径的方法,该方法包括以下步骤:使用卷积运算来获得概率网格图。改进原始的A *算法并获得改进的A *算法的代价函数;使用改进的A *算法,根据概率网格图搜索从起点到终点的最短路径。本发明的用于在机器人避障中规划最短路径的方法改进了原始网格图以获得概率网格图,并且使用改进的A *算法基于概率网格图来搜索最短路径。 ,这样机器人就可以避开一定距离的障碍物,并在规划后获得的路径上更安全可靠地移动。

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