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基于机器视觉和A*算法的迷宫机器人路径规划
Path planning for maze robot based on machine vision and A* algorithm
【摘要】 针对迷宫机器人路径规划问题,以机器视觉和A*算法为基础,提出了一种新的迷宫机器人全局路径规划方法。该方法利用区域阀值分割对迷宫机器人系统采集的图像进行分析,结合A*算法逆向搜索全局最优路径。仿真结果表明,该方法实现简单,在复杂的迷宫环境下能有效地实现迷宫机器人路径规划。
【Abstract】 This paper proposed a novel method of optimal path planning for maze robots based on machine vision and A search algorithm.This method included adopting image segmentation to analyze the environment information and searching the optimal path by using A algorithm which altered the search direction.The computer carried simulation experiment out for an example and the results show this method is feasible and effective.
【关键词】 迷宫机器人;
路径规划;
图像分割;
A*算法;
【Key words】 Maze agents; path planning; image segmentation; A algorithm;
【Key words】 Maze agents; path planning; image segmentation; A algorithm;
【基金】 国家自然科学基金(60774077);教育部博士学科点专项科研基金资助项目(20050005002)
- 【文献出处】 微计算机信息 ,Microcomputer Information , 编辑部邮箱 ,2010年08期
- 【分类号】TP242.6
- 【被引频次】8
- 【下载频次】596