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Command filter-based finite-time adaptive fuzzy control for nonlinear systems with uncertain disturbance

机译:不确定扰动的非线性系统基于指令滤波器的有限时间自适应模糊控制

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摘要

In this paper, a command filter-based adaptive fuzzy controller is constructed for a class of nonlinear systems with uncertain disturbance. By using the error compensation signals and fuzzy logic system, a command filter-based control strategy is presented to make that the tracking error converge to an any small neighborhood of zero and all closed-loop signals are bounded. In the design procedure, fuzzy logic system is employed to estimate unknown package nonlinear functions, which avoids excessive and burdensome computations. The control scheme not only resolves the explosion of complexity problem but also eliminates the filtering error in finite-time. An example has evaluated the validity of the control method. (C) 2019 Published by Elsevier Ltd on behalf of The Franklin Institute.
机译:针对一类具有不确定扰动的非线性系统,构造了基于命令滤波器的自适应模糊控制器。通过使用误差补偿信号和模糊逻辑系统,提出了一种基于命令滤波器的控制策略,以使跟踪误差收敛到零的任何小邻域,并限制所有闭环信号。在设计过程中,采用模糊逻辑系统估计未知的包装非线性函数,从而避免了过多和繁琐的计算。该控制方案不仅解决了复杂性激增的问题,而且消除了有限时间的滤波误差。一个例子评估了控制方法的有效性。 (C)2019由Elsevier Ltd代表富兰克林研究所出版。

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  • 来源
    《Journal of the Franklin Institute》 |2019年第18期|11270-11284|共15页
  • 作者单位

    Liaocheng Univ Sch Math Sci Liaocheng 252000 Shandong Peoples R China;

    Liaocheng Univ Sch Math Sci Liaocheng 252000 Shandong Peoples R China|Qingdao Univ Sci & Technol Sch Math & Phys Qingdao 266061 Shandong Peoples R China;

    Shandong Univ Sci & Technol Coll Math & Syst Sci Qingdao 266590 Shandong Peoples R China;

    Anhui Univ Technol Sch Elect & Informat Engn Maanshan 243002 Peoples R China;

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