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Adaptive tracking control for switched strict-feedback nonlinear systems with time-varying delays and asymmetric saturation actuators

机译:具有时变时滞和不对称饱和执行器的切换式严格反馈非线性系统的自适应跟踪控制

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摘要

This paper focuses on the problem of adaptive tracking control for a class of switched strict-feedback nonlinear systems with unknown time-varying delays and asymmetric saturation actuators under arbitrary switching. Especially, the considered time-varying delays absolutely depend on the subsystem number. The main technical difficulties lie in finding an appropriate common Lyapunov function (CLF) for all subsystems and designing a common adaptive control scheme in the presence of unknown time-varying delays and asymmetric saturation nonlinearities. Based on a novel combination of Lyapunov Razumikhin method, dynamic surface control (DSC) technique, variable separation approach and neural network (NN) approximation, a simple quadratical CLF is constructed and a common adaptive control scheme involving only one adaptive parameter is developed. The proposed controller guarantees that all signals of closed loop system are semi-globally uniformly ultimately bounded (SGUUB) while the tracking error converges to an adjustable neighborhood of the origin. Finally, the effectiveness of the design methodology is illustrated with two simulation examples. (C) 2017 Elsevier B.V. All rights reserved.
机译:本文针对一类具有未知时变时滞和任意执行机构下的非对称饱和执行器的严格反馈非线性系统的自适应跟踪控制问题。特别是,所考虑的时变延迟绝对取决于子系统编号。主要技术难题在于为所有子系统找到合适的通用Lyapunov函数(CLF),并在存在未知时变延迟和非对称饱和非线性的情况下设计通用自适应控制方案。基于Lyapunov Razumikhin方法,动态表面控制(DSC)技术,变量分离方法和神经网络(NN)近似的新颖组合,构造了一个简单的二次CLF,并开发了仅包含一个自适应参数的通用自适应控制方案。所提出的控制器保证了闭环系统的所有信号都是半全局一致的最终有界(SGUUB),同时跟踪误差收敛到原点的可调整邻域。最后,通过两个仿真示例说明了设计方法的有效性。 (C)2017 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2017年第may17期|245-254|共10页
  • 作者单位

    East China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China;

    East China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China;

    Shanghai Univ, Dept Informat Management, Shanghai 200444, Peoples R China;

    East China Univ Sci & Technol, Dept Math, Shanghai 200237, 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 system; Time delay; Asymmetric saturation actuator; Adaptive control; Lyapunov Razumikhin method;

    机译:切换非线性系统时滞非对称饱和执行器自适应控制李雅普诺夫Razumikhin法;

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