Flocking of uncertain nonlinear multi-agent systems via distributed adaptive event-triggered control

被引:27
作者
Zou, Yong [1 ]
An, Qing [2 ]
Miao, Suoxia [1 ,3 ]
Chen, Shiming [1 ]
Wang, Xiaoming [1 ]
Su, Housheng [4 ,5 ]
机构
[1] East China Jiaotong Univ, Sch Elect & Automat Engn, Nanchang 330013, Jiangxi, Peoples R China
[2] Wuchang Univ Technol, Artificial Intelligence Sch, Wuhan 430223, Peoples R China
[3] Nanchang Inst Technol, Sch Sci, Nanchang 330099, Jiangxi, Peoples R China
[4] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Image Proc & Intelligent Control Key Lab, Educ Minist China, Luoyu Rd 1037, Wuhan 430074, Peoples R China
[5] Guangdong HUST Ind Technol Res Inst, Guangdong Prov Key Lab Digital Mfg Equipment, Dongguan 523808, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive control; Event-triggered control; Flocking; Multi-agent systems; CONSENSUS; CONNECTIVITY; LEADER; AGENTS;
D O I
10.1016/j.neucom.2021.09.005
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 flocking problems with uncertain nonlinear multi-agent systems. Two distributed adaptive event-triggered control algorithms are proposed for leaderless and leader-follower flocking, separately. According to Lyapunov stability theory, under the proposed control protocols, we obtain some sufficient conditions to ensure stable flocking motion and maintain connectivity of network topology. And it is proven that there is a positive lower limit of the interval between any two trigger events, which indicates that the Zeno behavior will not occur. As a result, communication bandwidth resources are effectively saved on the premise of stable flocking. Lastly, numerical simulations are presented to verify the availability of the theoretical results. CO 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:503 / 513
页数:11
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