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Event Triggered Adaptive Fuzzy Consensus for Interconnected Switched Multiagent Systems

机译:互联切换多智能体系统的事件触发自适应模糊共识

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摘要

This paper concentrates on the problem of event triggered adaptive leader-following control for a class of multiagent systems. The considered systems contain completely unknown interconnections and arbitrary asynchronously switching. To handle these nonlinearties, a new hierarchical barrier Lyapunor method is proposed. Based on this method, a novel adaptive fuzzy control strategy is designed to make the output tracking errors of the multiagent systems converge to a small neighborhood of origin. Stability analysis shows that the proposed method can guarantee the compact set conditions of the fuzzy logic systems during the entire design process. Meanwhile, to reduce the computational burden, novel event triggered mechanisms are presented for both the transmission between two connected agents, and the communication between the sensor and the controller in one agent. An illustrative example is presented to verify the effectiveness of the proposed controller.
机译:本文着重研究一类多主体系统的事件触发自适应领导者跟随控制问题。所考虑的系统包含完全未知的互连和任意异步切换。为了解决这些非线性问题,提出了一种新的分层势垒Lyapunor方法。基于此方法,设计了一种新颖的自适应模糊控制策略,以使多主体系统的输出跟踪误差收敛到一个小的原点邻域。稳定性分析表明,所提方法能够在整个设计过程中保证模糊逻辑系统的紧定条件。同时,为了减轻计算负担,提出了新颖的事件触发机制,用于两个连接的代理之间的传输以及一个代理中传感器和控制器之间的通信。给出了说明性示例以验证所提出的控制器的有效性。

著录项

  • 来源
    《IEEE Transactions on Fuzzy Systems》 |2019年第1期|144-158|共15页
  • 作者单位

    China Univ Geosci, Sch Automat, Wuhan 430074, Hubei, Peoples R China|Hubei Key Lab Adv Control & Intelligent Automat C, Wuhan 430074, Hubei, Peoples R China;

    Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia|Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia;

    Kochi Univ Technol, Sch Syst Engn, Kochi 7828502, Japan;

    Tokai Univ, Grad Sch Sci & Technol, Kumamoto 8628652, Japan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Adaptive hackstepping control; fuzzy logic systems; interconnected multiagent systems; switched systems;

    机译:自适应hackstepping控制;模糊逻辑系统;互连的多主体系统;交换系统;

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