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Adaptive backstepping-based fuzzy tracking control scheme for output-constrained nonlinear switched lower triangular systems with time-delays

机译:时滞输出受限的非线性切换下三角系统基于自适应反步的模糊跟踪控制方案

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摘要

In this paper, an adaptive backstepping-based fuzzy tracking control scheme is proposed for a class of output-constrained nonlinear switched lower triangular systems with time-delays. In the design process, a Barrier Lyapunov Function is employed to deal with the output constraint, the common Lyapunov function method combined with the recursive backstepping technique and Lyapunov-Krasovskii functionals is used to construct a state feedback controller, and fuzzy logic systems are applied to approximate the unknown nonlinear functions. The constructed controller assures that all signals in the closed-loop system are bounded without transgression of the constraint, and the system output eventually converges to a small neighborhood of the desired reference signal. The simulation example is provided to show the effectiveness of the developed approach. (C) 2015 Elsevier B.V. All rights reserved.
机译:针对一类具有输出时滞的输出受限非线性切换下三角系统,提出了一种基于自适应反推的模糊跟踪控制方案。在设计过程中,采用屏障李雅普诺夫函数来处理输出约束,将常见的李雅普诺夫函数方法与递归反推技术相结合,并使用李雅普诺夫-Krasovskii函数构造状态反馈控制器,并将模糊逻辑系统应用于近似未知的非线性函数。所构造的控制器确保闭环系统中的所有信号都不受约束地有界,并且系统输出最终收敛到所需参考信号的较小邻域。提供了仿真示例,以显示所开发方法的有效性。 (C)2015 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2016年第29期|759-767|共9页
  • 作者

    Niu Ben; Liu Lina; Liu Yanyan;

  • 作者单位

    Bohai Univ, Coll Math & Phys, Jinzhou 121013, Liaoning Provin, Peoples R China|Bohai Univ, Automat Res Inst, Jinzhou 121013, Liaoning Provin, Peoples R China;

    Bohai Univ, Coll Math & Phys, Jinzhou 121013, Liaoning Provin, Peoples R China|Bohai Univ, Automat Res Inst, Jinzhou 121013, Liaoning Provin, Peoples R China;

    AVIC Shenyang Engine Design & Res Inst, Shenyang 110015, Liaoning Provin, Peoples R China;

  • 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

    Switched nonlinear systems; Adaptive fuzzy control; Output constraints; Time-delays;

    机译:切换非线性系统自适应模糊控制输出约束时滞;

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