Adaptive Fuzzy Consensus Tracking Control for Uncertain Fractional-Order Multiagent Systems With Event-Triggered Input

被引:76
|
作者
Wang, Liqi [1 ,2 ,3 ]
Dong, Jiuxiang [1 ,2 ,3 ]
机构
[1] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[3] Northeastern Univ, Key Lab Vibrat & Control Aeroprop Syst Minist Edu, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy logic; Uncertainty; Trajectory; Multi-agent systems; Tracking; Symmetric matrices; Vehicle dynamics; Adaptive control; backstepping control; event-triggered control; fractional-order multiagent systems (FOMASs); fuzzy state observer; COOPERATIVE OUTPUT REGULATION; LEADER-FOLLOWING CONSENSUS; FEEDBACK; COMMUNICATION;
D O I
10.1109/TFUZZ.2020.3037957
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article focuses on the problem of adaptive fuzzy consensus tracking control with event-triggered input for a class of fractional-order multiagent systems, where systems are considered to be with unmeasurable states, mismatched uncertain external disturbances, and unknown nonlinearities. An event-triggered mechanism with a decreasing threshold function is proposed in this article, which mitigates communication burden and avoids large control impulse. To achieve better tracking performance in distributed control strategy, a compensating fractional-order adaptation law associated with consensus tracking error is introduced when agents cannot obtain the information of reference trajectory directly. Under the fractional-order stability theory, a novel distributed adaptive event-triggered controller with fuzzy observers is constructed, which ensures the boundedness of tracking errors. A simulation example demonstrates the correctness of the presented scheme.
引用
收藏
页码:310 / 320
页数:11
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