Multi-robot Formation Control Based on Parameter Optimization Algorithm

被引:0
|
作者
Zhang, Fangfang [1 ]
Xie, Zhaokun [1 ]
Gao, Xiaoyang [1 ]
Peng, Jinzhu [1 ]
机构
[1] Zhengzhou Univ, Sch Elect Engn, Zhengzhou 450001, Henan, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Formation control; Pioneer3-DX; Adaptive parameter; Fitting equation; Parameter adjustment efficiency;
D O I
10.1109/cac48633.2019.8996335
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a multi-robot formation control algorithm. The controller is designed by the difference between the distance and the angle of the two robots. It is proved that the algorithm can guarantee the stability of the formation. Furthermore, the obtained formation control algorithm is tested on the software platform and Pioneer3-DX platform. According to the multi-robot formation control algorithm, a control method of adaptive parameters is proposed. The existing parameters are replaced by fitting equations, which improves the efficiency of parameter adjustment. Simulation and experimental results verify the feasibility and effectiveness of the proposed method.
引用
收藏
页码:2288 / 2293
页数:6
相关论文
共 50 条
  • [1] Multi-Robot Formation Control Based on CVT Algorithm and Health Optimization Management
    Cao, Kai
    Chen, Yangquan
    Gao, Song
    Zhang, Hang
    Dang, Haixin
    APPLIED SCIENCES-BASEL, 2022, 12 (02):
  • [2] Assignment algorithm of multi robot pattern formation based on multi parameter optimization
    Zhang, Fang-Fang
    Zhao, Peng-Bo
    Cao, Jia-Hui
    Xin, Jian-Bin
    Liu, Yan-Hong
    Kongzhi yu Juece/Control and Decision, 2024, 39 (04): : 1104 - 1112
  • [3] PSO based Multi-robot Formation Control
    Qiu Guo-qing
    Li Fang-yan
    Liu Nian-ci
    Wu Jian
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 2404 - 2408
  • [4] Research on Multi-Robot Formation Control Based on MATD3 Algorithm
    Zhou, Conghang
    Li, Jianxing
    Shi, Yujing
    Lin, Zhirui
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [5] Parameter Adaptive Multi-robot Formation Based on Fuzzy Theory
    Zhang, Fangfang
    Zhang, Wenli
    Chen, Bo
    Wang, Haijing
    Liu, Yanhong
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2021, PT I, 2021, 13013 : 208 - 218
  • [6] Stable Flocking Algorithm for Multi-Robot Systems Formation Control
    Lei, Bin
    Li, Wenfeng
    Zhang, Fan
    2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1544 - 1549
  • [7] Collaborative Multi-Robot Formation Control and Global Path Optimization
    Liang, Di
    Liu, Zhongyi
    Bhamra, Ran
    APPLIED SCIENCES-BASEL, 2022, 12 (14):
  • [8] MAPSO based mixed multi-robot formation control
    Tang, Xianlun
    Liu, Nianci
    Deng, Lu
    Wang, Kailong
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2015, 43 (07): : 104 - 108
  • [9] Distributed Optimization Algorithm for Multi-Robot Formation with Virtual Reference Center
    Huang, Jingyi
    Zhou, Shuaiyu
    Tu, Hua
    Yao, Yuhong
    Liu, Qingshan
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (04) : 732 - 734
  • [10] Distributed Optimization Algorithm for Multi-Robot Formation with Virtual Reference Center
    Jingyi Huang
    Shuaiyu Zhou
    Hua Tu
    Yuhong Yao
    Qingshan Liu
    IEEE/CAA Journal of Automatica Sinica, 2022, 9 (04) : 732 - 734