Robotic motion planning in unknown dynamic environments: Existing approaches and challenges

Sai Hong Tang, Farah Kamil, W. Khaksar, N. Zulkifli, Siti Azfanizam Ahmad
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引用次数: 17

Abstract

Path planning with obstacles avoidance in dynamic environments is a crucial issue in robotics. Numerous approaches have been suggested for the navigation of mobile robots with moving obstacles. In this paper, about 50 articles have been reviewed and briefly described to offer an outline of the research progress in motion planning of mobile robot approaches in dynamic environments for the last five years. The benefits and drawbacks of each article are also explained. These papers are classified based on their issues into ten groups which are: stability, efficiency, smooth path, run time, path length, accuracy, safety, future prediction (uncertainties), control, and less computation cost. Finally, some scope and challenging topics are presented based on the papers mentioned.
未知动态环境下的机器人运动规划:现有方法和挑战
动态环境下的避障路径规划是机器人技术中的一个关键问题。对于具有移动障碍物的移动机器人的导航,已经提出了许多方法。本文对近五年来在动态环境下移动机器人路径运动规划方面的研究进展进行了综述和简要介绍。还解释了每篇文章的优点和缺点。这些论文根据他们的问题分为十组:稳定性、效率、平滑路径、运行时间、路径长度、准确性、安全性、未来预测(不确定性)、控制和更少的计算成本。最后,在上述论文的基础上,提出了一些范围和挑战性的课题。
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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