Distributed event-triggered circle formation control for multi-agent systems with limited communication bandwidth

被引:20
作者
Wen, Jiayan [1 ,3 ]
Xu, Peng [3 ]
Wang, Chen [1 ,2 ]
Xie, Guangming [1 ,4 ]
Gao, Yuan [3 ]
机构
[1] Peking Univ, Coll Engn, Ctr Syst & Control, State Key Lab Turbulence & Complex Syst, Beijing 100871, Peoples R China
[2] Peking Univ, Natl Engn Res Ctr Software Engn, Beijing 100871, Peoples R China
[3] Guangxi Univ Sci & Technol, Coll Elect & Informat Engn, Liuzhou 545006, Peoples R China
[4] Peking Univ, Ocean Res Inst, Beijing 100871, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Event-triggered; Circle formation control; Multi-agent systems; Encoder-decoder based; Quantizer; COOPERATIVE CONTROL; NETWORKED SYSTEMS; CONSENSUS SEEKING; QUANTIZED DATA; TOPOLOGY; AGENTS;
D O I
10.1016/j.neucom.2019.05.029
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates event-triggered circle formation problem of multi-agent systems (MASs) with limited communication bandwidth over such network setup among agents, in which each agent can only perceive the angular distance from itself to the nearest neighbor in counterclockwise direction as well as the counterpart in the clockwise direction be acquired through communication. To solve the concerned problem, a distributed algorithm relied on the combination between the quantized communication technology and event-triggered control (ETC) has been proposed. We show that, under the proposed law, all the designed quantizers do not appear saturated, and that the resulting network executions can ensure the states of all agents to converge to some desired equilibrium point. Numerical simulation results are provided to validate the effectiveness of the proposed algorithm. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:211 / 221
页数:11
相关论文
共 45 条
[1]  
Astrom K. J., 1999, Proceedings of the 14th World Congress. International Federation of Automatic Control, P301
[2]  
Carli R., 2007, NECST
[3]   Asynchronous decentralised event-triggered control of multi-agent systems [J].
Chen, Xia ;
Hao, Fei ;
Rahmani, Ahmed .
INTERNATIONAL JOURNAL OF CONTROL, 2014, 87 (10) :2130-2139
[4]   Search and pursuit-evasion in mobile robotics A survey [J].
Chung, Timothy H. ;
Hollinger, Geoffrey A. ;
Isler, Volkan .
AUTONOMOUS ROBOTS, 2011, 31 (04) :299-316
[5]   Bacterium-inspired robots for environmental monitoring [J].
Dhariwal, A ;
Sukhatme, GS ;
Requicha, AAG .
2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, :1436-1443
[6]   Distributed event-triggered H∞ consensus filtering in sensor networks [J].
Ding, Lei ;
Guo, Ge .
SIGNAL PROCESSING, 2015, 108 :365-375
[7]   Multi-Agent Systems: A Survey [J].
Dorri, Ali ;
Kanhere, Salil S. ;
Jurdak, Raja .
IEEE ACCESS, 2018, 6 :28573-28593
[8]   Average consensus on networks with quantized communication [J].
Frasca, Paolo ;
Carli, Ruggero ;
Fagnani, Fabio ;
Zampieri, Sandro .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2009, 19 (16) :1787-1816
[9]   A survey on recent advances in distributed sampled-data cooperative control of multi-agent systems [J].
Ge, Xiaohua ;
Han, Qing-Long ;
Ding, Derui ;
Zhang, Xian-Ming ;
Ning, Boda .
NEUROCOMPUTING, 2018, 275 :1684-1701
[10]   Recent developments on the stability of systems with aperiodic sampling: An overview [J].
Hetel, Laurentiu ;
Fiter, Christophe ;
Orman, Hassan ;
Seuret, Alexandre ;
Fridman, Emilia ;
Richard, Jean-Pierre ;
Niculescu, Silviu Iulian .
AUTOMATICA, 2017, 76 :309-335