Improved Motion Planning Algorithms Based on Rapidly-exploring Random Tree: A Review

Yixin Wang, Xiaojun Yu, Chuan Yu, Zeming Fan

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

This paper mainly summarizes and introduces the improvements proposed by scholars at home and abroad in recent years for the application of Rapidly-exploring Random Tree in robot arms. This paper first briefly introduces the existing path planning algorithms and expounds their advantages and disadvantages. Then the principle and process of Rapidly-exploring Random Tree are described and the RRT algorithm in three-dimensional space is simulated and analyzed. Next, the improved RRT algorithm proposed by domestic and foreign researchers is classified, analyzed and explained. Finally, the whole article is summarized and the direction of future development and research of manipulator motion planning algorithms is prospected.

源语言英语
主期刊名ICCIP 2022 - 2022 8th International Conference on Communication and Information Processing
出版商Association for Computing Machinery
1-8
页数8
ISBN(电子版)9781450397100
DOI
出版状态已出版 - 3 11月 2022
活动8th International Conference on Communication and Information Processing, ICCIP 2022 - Virtual, Online, 中国
期限: 27 10月 202229 10月 2022

出版系列

姓名ACM International Conference Proceeding Series

会议

会议8th International Conference on Communication and Information Processing, ICCIP 2022
国家/地区中国
Virtual, Online
时期27/10/2229/10/22

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