A Path Planning Strategy for Multi-Robot Moving with Path-Priority Order Based on a Generalized Voronoi Diagram

被引:31
|
作者
Huang, Sheng-Kai [1 ]
Wang, Wen-June [1 ]
Sun, Chung-Hsun [2 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, Taoyuan 320, Taiwan
[2] Natl Kaohsiung Univ Sci & Technol, Dept Elect Engn, Kaohsiung 807, Taiwan
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 20期
关键词
Voronoi diagram; Dijkstra algorithm; multi-robot path planning; collision-free; path-priority order; MOBILE ROBOT; ALGORITHM; MOTION;
D O I
10.3390/app11209650
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application</p> This study proposes a new path planning method called the navigation strategy with path priority for multiple robots moving. It also completely designs the robot's action strategy. The proposed study is suitable for handling or moving more than one robot in a trackless factory environment.</p> This paper proposes a new path planning strategy called the navigation strategy with path priority (NSPP) for multiple robots moving in a large flat space. In the space, there may be some static or/and dynamic obstacles. Suppose we have the path-priority order for each robot, then this article aims to find an efficient path for each robot from its starting point to its target point without any collision. Here, a generalized Voronoi diagram (GVD) is used to perform the map division based on each robot's path-priority order, and the proposed NSPP is used to do the path planning for the robots in the space. This NSPP can be applied to any number of robots. At last, there are several simulations with a different number of robots in a circular or rectangular space to be shown that the proposed method can complete the task effectively and has better performance in average trajectory length than those by using the benchmark methods of the shortest distance algorithm (SDA) and reciprocal orientation algorithm (ROA).</p>
引用
收藏
页数:17
相关论文
共 50 条
  • [1] A New Multirobot Path Planning With Priority Order Based on the Generalized Voronoi Diagram
    Huang, Sheng-Kai
    Wang, Wen-June
    Sun, Chung-Hsun
    IEEE ACCESS, 2022, 10 : 56564 - 56577
  • [2] Path planning of the robot assembly based on Voronoi diagram
    付庄
    赵言正
    Journal of Harbin Institute of Technology(New series), 2008, (01) : 39 - 44
  • [3] Multi-robot dynamic path planning with priority based on simulated annealing
    Shi, Kun
    Yang, Luyao
    Wu, Zhengtian
    Jiang, Baoping
    Gao, Qing
    JOURNAL OF THE FRANKLIN INSTITUTE, 2025, 362 (01)
  • [4] HTN-based multi-robot path planning
    Zeng, Suying
    Zhu, Yuancheng
    Qi, Chao
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 4719 - 4723
  • [5] Graph-Based Multi-Robot Path Finding and Planning
    Hang Ma
    Current Robotics Reports, 2022, 3 (3): : 77 - 84
  • [6] Mobile Robot Path Planning in Dynamic Environment Using Voronoi Diagram and Computation Geometry Technique
    Ayawli, Ben Beklisi Kwame
    Mei, Xue
    Shen, Mouquan
    Appiah, Albert Yaw
    Kyeremeh, Frimpong
    IEEE ACCESS, 2019, 7 : 86026 - 86040
  • [7] Path Planning of UAV Based on Voronoi Diagram and DPSO
    Tong, Han
    Chao, Wu Wen
    Qiang, Huang Chang
    Bo, Xuan Yong
    2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 4198 - 4203
  • [8] The UAV dynamic path planning algorithm research based on Voronoi diagram
    Chen, Xia
    Chen, Xiangmin
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 1069 - 1071
  • [9] An Improved Particle Swarm Optimization for Multi-Robot Path Planning
    Das, P. K.
    Sahoo, B. M.
    Behera, H. S.
    Vashisht, S.
    2016 1ST INTERNATIONAL CONFERENCE ON INNOVATION AND CHALLENGES IN CYBER SECURITY (ICICCS 2016), 2016, : 97 - 106
  • [10] CONTINUOUS PATH PLANNING FOR MULTI-ROBOT IN INTELLIGENT WAREHOUSE
    Shen, G. C.
    Liu, J.
    Ding, Y. L.
    Zhang, C.
    Duo, J. Y.
    INTERNATIONAL JOURNAL OF SIMULATION MODELLING, 2024, 23 (02)