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

Authors :
Zhang, Ronghao
Li, Shi
Ahn, Choon Ki
Chadli, Mohammed
Source :
IEEE Transactions on Fuzzy Systems; February 2024, Vol. 32 Issue: 2 p607-620, 14p
Publication Year :
2024

Abstract

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.

Details

Language :
English
ISSN :
10636706
Volume :
32
Issue :
2
Database :
Supplemental Index
Journal :
IEEE Transactions on Fuzzy Systems
Publication Type :
Periodical
Accession number :
ejs65421510
Full Text :
https://doi.org/10.1109/TFUZZ.2023.3303940