Fixed-Time Adaptive Fuzzy Containment Dynamic Surface Control for Nonlinear Multiagent Systems

被引:32
|
作者
Wu, Wei [1 ]
Tong, Shaocheng [1 ,2 ]
机构
[1] Dalian Maritime Univ, Nav Coll, Dalian 116026, Peoples R China
[2] Liaoning Univ Technol, Coll Sci, Jinzhou 121000, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy containment control; fixed-time control; integral-type Lyapunov functions; nonlinear multiagent systems; STATE; CONSENSUS;
D O I
10.1109/TFUZZ.2022.3170984
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 investigates the fixed-time adaptive fuzzy containment control problem for nonlinear multiagent systems under the directed communication topologies. The controlled systems have the unknown internal dynamics and mismatched disturbances, and fuzzy logic systems are utilized to identify the unknown internal dynamics. The mismatched disturbances and approximate errors are reconstructed via a disturbance observer. Then, by introducing an adding power integral method, a fixed-time adaptive fuzzy containment DSC scheme is developed to deal with the problem of "computation complexity. " The presented containment control method can not only guarantee that the controlled system is semiglobal practical fixed-time stable, but also avoid the "singular problem " in fixed-time backstepping recursive control technology. Finally, an application of marine surface vehicle is provided to verify the effectiveness of the presented fixed-time fuzzy containment control method.
引用
收藏
页码:5237 / 5248
页数:12
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