Using modification of visibility-graph in solving the problem of finding shortest path for robot

T. Q. Toan, A. Sorokin, Vo Thi Huyen Trang
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引用次数: 9

Abstract

This paper presents a solution for global optimized path planning with respect to finding the shortest distance for autonomous robotic system, particularly in two-dimensional space with a set of obstacles. The proposed approach is based on visibility-graph and the literature review of path planning is presented in details to explain why this approach is used. Through pros, cons, and complexity in the construction of a visibility-graph, the paper proposed two simple and efficient techniques to significantly reduce computation time in building a visibility-graph in the case of numerous obstacles. The experimental results, with a real robot, show that the proposed approach is efficient, feasible and straightforward to apply in practice.
利用可见性图的改进方法求解机器人最短路径问题
针对自主机器人系统在具有障碍物的二维空间中寻找最短距离的全局优化路径规划问题,提出了一种解决方案。所提出的方法基于可见性图,并详细介绍了路径规划的文献综述,以解释为什么使用这种方法。通过分析可见性图构建的利弊和复杂性,本文提出了两种简单有效的方法,在障碍物众多的情况下显著减少了可见性图构建的计算时间。实验结果表明,该方法在实际应用中是有效可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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