A Follower-Based Control Allocation in Multi-Agent Networks

被引:0
作者
Buzorgnia, David [1 ]
Aghdam, Amir G. [1 ]
机构
[1] Concordia Univ, Dept Elect & Comp Engn, 1455 de Maisonneuve Blvd W,EV005-139, Montreal, PQ H3G 1M8, Canada
来源
2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC) | 2018年
基金
加拿大自然科学与工程研究理事会;
关键词
CONSENSUS; LEADER; OPTIMIZATION; SYSTEMS;
D O I
暂无
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 investigates the consensus problem in a multi-agent system with a leader, using the concept of swarm intelligence. Matrix equations are given to obtain equilibrium state of the network, and the average-based control input is defined accordingly. Two network control rules are subsequently developed, where in one of them the control input is only applied to the leader, and in the other one it is only applied to the neighbors of the leader (follower-based control allocation strategy or swarm intelligence approach). It is shown that the latter control strategy has a faster convergence rate. Simulations confirm the efficacy of the proposed follower-based control allocation strategy.
引用
收藏
页码:43 / 48
页数:6
相关论文
共 20 条
  • [1] Minimizing Convergence Error in Multi-Agent Systems Via Leader Selection: A Supermodular Optimization Approach
    Clark, Andrew
    Alomair, Basel
    Bushnell, Linda
    Poovendran, Radha
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (06) : 1480 - 1494
  • [2] Gamerman D., 2006, SER CHAPMAN HALL CRC
  • [3] Tracking control for multi-agent consensus with an active leader and variable topology
    Hong, Yiguang
    Hu, Jiangping
    Gao, Linxin
    [J]. AUTOMATICA, 2006, 42 (07) : 1177 - 1182
  • [4] Online Distributed Convex Optimization on Dynamic Networks
    Hosseini, Saghar
    Chapman, Airlie
    Mesbahi, Mehran
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) : 3545 - 3550
  • [5] Coordination of groups of mobile autonomous agents using nearest neighbor rules
    Jadbabaie, A
    Lin, J
    Morse, AS
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (06) : 988 - 1001
  • [6] Leader-follower containment control over directed random graphs
    Kan, Zhen
    Shea, John M.
    Dixon, Warren E.
    [J]. AUTOMATICA, 2016, 66 : 56 - 62
  • [7] CHASING BEHAVIOR OF HOUSEFLIES (FANNIA-CANICULARIS) - DESCRIPTION AND ANALYSIS
    LAND, MF
    COLLETT, TS
    [J]. JOURNAL OF COMPARATIVE PHYSIOLOGY, 1974, 89 (04): : 331 - 357
  • [8] Mesbahi M, 2010, GRAPH THEORETIC METHODS IN MULTIAGENT NETWORKS, P1
  • [9] Recent research in cooperative control of multivehicle systems
    Murray, Richard M.
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2007, 129 (05): : 571 - 583
  • [10] Constrained Consensus and Optimization in Multi-Agent Networks
    Nedic, Angelia
    Ozdaglar, Asuman
    Parrilo, Pablo A.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (04) : 922 - 938