EVENT-TRIGGERED ADAPTIVE FAULT-TOLERANT CONTROL FOR MULTI-AGENT SYSTEMS WITH UNKNOWN DISTURBANCES

被引:10
|
作者
Ren, Hongru [1 ,2 ]
Li, Shubo [3 ]
Lu, Changxin [3 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[2] Guangdong Univ Technol, Guangdong Prov Key Lab Intelligent Decis & Cooper, Guangzhou 510006, Peoples R China
[3] Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
来源
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Actuator faults; multi-agent systems; event-triggered control; disturbance observer; FINITE-TIME STABILITY; NONLINEAR-SYSTEMS; CONSENSUS TRACKING; NETWORKED CONTROL;
D O I
10.3934/dcdss.2020379
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper presents an event-triggered consensus control protocol for a class of multi-agent systems with actuator faults, sensor faults and unknown disturbances. The adaptive neural network compensation control method is introduced to solve the problem of sensor faults. The event-triggered mechanism is developed to reduce the communication burden. In the control design process, the radial basis function neural networks are used to approximate the unknown nonlinear functions, and a nonlinear disturbance observer is used to eliminate the effect of unknown external disturbances. Furthermore, based on the graph theory and Lyapunov stability theory, it is further shown that the consensus tracking errors are semi-globally uniformly ultimately bounded. Finally, the simulation example illustrates the effectiveness of the designed control protocol.
引用
收藏
页码:1395 / 1414
页数:20
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