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Multiple Waypoints Path Planning for a Home Mobile Robot

  • Tian Bai
  • , Zhen Fan
  • , Meiqin Liu
  • , Senlin Zhang
  • , Ronghao Zheng
  • Zhejiang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

16 引用 (Scopus)

摘要

In order to solve the multiple waypoints path planning problem in smart home environment, we adapt the optimal sampling-based algorithm (RRT∗) [1] to deal with multiple waypoints navigation, namely Multi-RRT∗. Our method constructs multiple trees from multiple waypoints, and these trees use simple extension and connection strategy. When all trees are merged to a single tree, an traversal path will be found. Along this path, mobile robot can visit all the waypoints one by one. We evaluate this method on a designed path planning benchmark scenario and compare with the basic and bias RRT∗. Finally, we apply the proposed algorithm on Turtlebot2 with Robot Operate System (ROS) in smart home experimental environment. Simulation and experimental results demonstrate that our algorithm can converge quickly and has good performance in dealing with multiple waypoints path planning problem.

源语言英语
主期刊名9th International Conference on Intelligent Control and Information Processing, ICICIP 2018
出版商Institute of Electrical and Electronics Engineers Inc.
53-58
页数6
ISBN(电子版)9781538658604
DOI
出版状态已出版 - 2 7月 2018
已对外发布
活动9th International Conference on Intelligent Control and Information Processing, ICICIP 2018 - Wanzhou, 中国
期限: 9 11月 201811 11月 2018

出版系列

姓名9th International Conference on Intelligent Control and Information Processing, ICICIP 2018

会议

会议9th International Conference on Intelligent Control and Information Processing, ICICIP 2018
国家/地区中国
Wanzhou
时期9/11/1811/11/18

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