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Decentralized adaptive approximation-based fuzzy output-feedback control of uncertain switched stochastic interconnected nonlinear systems

机译:不确定切换随机互联非线性系统的分散自适应近似模糊输出反馈控制

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摘要

In this paper, a decentralized adaptive approximation-based output feedback control scheme is developed for a class of uncertain switched stochastic nonlinear interconnected systems. Fuzzy logic systems (FLSs) combined with adaptive backstepping method are applied to model the unknown nonlinear functions of the switched system. The full-order observer is designed to estimate the immeasurable states and the dynamic surface control (DSC) technique is adopted to ensure the computation burden is greatly reduced. Moreover, the proposed controllers guarantee the semi-global bounded of the resulting closed-loop system under any switching laws. Simulation results show the effectiveness of the proposed control scheme. (C) 2017 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
机译:本文针对一类不确定的切换随机非线性互联系统,提出了一种基于分散自适应近似的输出反馈控制方案。模糊逻辑系统(FLS)与自适应反推方法相结合,被用来对开关系统的未知非线性函数进行建模。设计全阶观测器来估计不可估量的状态,并采用动态表面控制(DSC)技术来确保大大减轻计算负担。此外,所提出的控制器在任何切换定律下都保证了所得闭环系统的半全局有界。仿真结果表明了所提控制方案的有效性。 (C)2017富兰克林研究所。由Elsevier Ltd.出版。保留所有权利。

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  • 来源
    《Journal of the Franklin Institute》 |2017年第16期|7306-7325|共20页
  • 作者单位

    Bohai Univ, Coll Math & Phys, Jinzhou 121013, Liaoning, Peoples R China;

    Harbin Engn Univ, Coll Automat, Harbin 150001, Heilongjiang, Peoples R China|Victoria Univ, Coll Engn & Sci, Melbourne, Vic 3000, Australia;

    Univ Sci & Technol Beijing, Coll Automat & Elect Engn, Beijing 100083, Peoples R China;

    Qufu Normal Univ, Inst Automat, Qufu 273165, Shandong, Peoples R China;

    Bohai Univ, Coll Math & Phys, Jinzhou 121013, Liaoning, Peoples R China;

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