Decentralized Robust Connectivity Control in Flocking of Multi-Robot Systems

被引:0
|
作者
Li, Kai [1 ]
Gong, Ruiyan [2 ]
Wu, Sentang [1 ]
Hu, Changqing [2 ,3 ]
Wang, Ying [4 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Beijing Inst Aerosp Control Devices, Beijing 100854, Peoples R China
[3] Pilot Natl Lab Marine Sci & Technol Qingdao, Qingdao 266237, Peoples R China
[4] Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
关键词
Multi-robot systems; distributed estimation; global connectivity control; potential energy function; robust control; ALGEBRAIC CONNECTIVITY; DISTRIBUTED CONTROL; MAINTENANCE;
D O I
10.1109/ACCESS.2020.2999644
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a global connectivity control method for decentralized multi-robot systems is proposed. This method can achieve decentralized connectivity control of multi-robot network under disturbances, which has no effect on the objective flocking control. Based on the gradient between the connectivity and robot positions, the proposed connectivity control method can make each robot move along the desired gradient direction, so as to achieve the control of the global connectivity. Indeed, the flocking method based on the potential of attraction and repulsion can ensure that the distance between robots is stable within the desired range. Then the security of flocking and the stability of communication are guaranteed. It is proved in this paper that both connectivity and objective flocking control have no effect on the stability of each other, under the condition that both controllers are bounded. Therefore, the global connectivity and configuration of the system can achieve the desired states. In addition, a robust control method based on integral sliding mode is designed in this paper, which can counteract the external disturbance and ensure the ideal dynamics of multi-robot systems. Finally, several numerical simulations are given to validate the effectiveness of the proposed control methods.
引用
收藏
页码:105250 / 105262
页数:13
相关论文
共 50 条
  • [1] Flocking of multi-robot systems with connectivity maintenance on directed graphs
    Mao, Yutian
    Dou, Lihua
    Fang, Hao
    Chen, Jie
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2014, 25 (03) : 470 - 482
  • [2] Flocking of multi-robot systems with connectivity maintenance on directed graphs
    Yutian Mao
    Lihua Dou
    Hao Fang
    Jie Chen
    [J]. Journal of Systems Engineering and Electronics, 2014, 25 (03) : 470 - 482
  • [3] Decentralized control of cooperative multi-robot systems
    Lacroix, P
    Polotski, V
    Cohen, P
    [J]. INTEGRATED COMPUTER-AIDED ENGINEERING, 1999, 6 (04) : 259 - 274
  • [4] A Decentralized Control Strategy for Resilient Connectivity Maintenance in Multi-robot Systems Subject to Failures
    Ghedini, Cinara
    Ribeiro, Carlos H. C.
    Sabattini, Lorenzo
    [J]. DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS, 2019, 6 : 89 - 102
  • [5] Stable Flocking Algorithm for Multi-Robot Systems Formation Control
    Lei, Bin
    Li, Wenfeng
    Zhang, Fan
    [J]. 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1544 - 1549
  • [6] Decentralized centroid and formation control for multi-robot systems
    Antonelli, Gianluca
    Arrichiello, Filippo
    Caccavale, Fabrizio
    Marino, Alessandro
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2013, : 3511 - 3516
  • [7] The NSB Control for 3-Dimensional Flocking of Multi-Robot Systems
    Antonelli, Gianluca
    Arrichiello, Filippo
    Chiaverini, Stefano
    [J]. 2008 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-4, 2008, : 101 - 106
  • [8] Decentralized Connectivity Maintenance for Multi-Robot Systems Under Motion and Sensing Uncertainties
    Shetty, Akshay
    Hussain, Timmy
    Gao, Grace
    [J]. NAVIGATION-JOURNAL OF THE INSTITUTE OF NAVIGATION, 2023, 70 (01):
  • [9] Decentralized Connectivity Maintenance for Multi-robot Systems Under Motion and Sensing Uncertainties
    Shetty, Akshay
    Hussain, Timmy
    Gao, Grace
    [J]. PROCEEDINGS OF THE 34TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2021), 2021, : 2445 - 2458
  • [10] A distributed approach to robust control of multi-robot systems
    Zhou, Yuan
    Hu, Hesuan
    Liu, Yang
    Lin, Shang-Wei
    Ding, Zuohua
    [J]. AUTOMATICA, 2018, 98 : 1 - 13