Fully Distributed Adaptive Fuzzy Consensus for Heterogeneous Switched Nonlinear Multiagent Systems Under State-Dependent Switchings

被引:9
|
作者
Zhang, Ronghao [1 ]
Li, Shi [1 ]
Ahn, Choon Ki [2 ]
Chadli, Mohammed [3 ]
机构
[1] Nanjing Normal Univ, Sch Elect & Automat Engn, Nanjing 210046, Peoples R China
[2] Korea Univ, Sch Elect Engn, Seoul 02841, South Korea
[3] Univ Evry, Univ Paris Saclay, IBISC, F-91020 Evry, France
基金
中国国家自然科学基金;
关键词
Switches; Consensus protocol; Control systems; Multi-agent systems; Fuzzy control; Topology; Time factors; Adaptive fuzzy control; fuzzy logic systems (FLSs); heterogeneous multiagent systems (MASs); state feedback; switched nonlinear systems; CONTAINMENT CONTROL;
D O I
10.1109/TFUZZ.2023.3303940
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 presents a discussion on the adaptive fuzzy fully distributed consensus problem of heterogeneous switched nonlinear multiagent systems (SNMASs). The considered agents contain both first- and second-order dynamics. Fuzzy logic systems are introduced to approximate the unknown nonlinear terms of the SNMASs. Influenced by the systems' own factors or the external environment, the subsystems of agents may be unstabilizable and existing control strategies may not be able to ensure the stability of the systems. Therefore, it is necessary to provide a new consensus protocol to address this problem. In this article, a fully distributed consensus protocol is provided that includes an auxiliary system and a series of state-dependent switching laws. To ensure the stability of whole SNMASs and realize the consensus objective, convex combination technology and the single Lyapunov function method are adopted. Finally, the effectiveness of the proposed scheme is verified through simulation results.
引用
收藏
页码:607 / 620
页数:14
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