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Novel observer-based output feedback control synthesis of discrete-time nonlinear control systems via a fuzzy approach

机译:基于观测器的离散时间非线性控制系统输出反馈控制的模糊合成

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摘要

The paper focuses on less conservative design of observer-based output feedback control synthesis of discrete-time Takagi-Sugeno fuzzy systems on account of an improved homogenous polynomial approach. Compared with those previous methods in the cited literature, a novel fuzzy observer-based output feedback law is constructed in virtue of utilizing one promising solution to homogenous polynomials that are parameter-dependent on both the current-time and those multi-steps past-time normalized fuzzy weighting functions with a pair of prescribed degrees. It is rather remarkable that more information contained in the normalized fuzzy weighting functions is integrated to build the proposed control law, and thus the conservatism left behind previous results can be released in this work. Moreover, a robust version of the underlying result is also proposed. Finally, the effectiveness of the given approach is demonstrated via some illustrative experiments. (C) 2016 Elsevier B.V. All rights reserved.
机译:由于改进的齐次多项式方法,本文着重于基于保守的基于观测器的离散时间Takagi-Sugeno模糊系统输出反馈控制综合设计。与引用文献中的那些方法相比,利用一种有前途的均质多项式解决方案,构造了一种基于模糊观测器的输出反馈定律,该多项式的参数取决于当前时间和过去的多步。具有一对规定度的归一化模糊加权函数。值得注意的是,归一化的模糊加权函数中包含的更多信息被集成以构建所提出的控制律,因此可以在这项工作中释放掉先前结果留下的保守性。此外,还提出了基础结果的可靠版本。最后,通过一些说明性实验证明了给定方法的有效性。 (C)2016 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2016年第19期|16-22|共7页
  • 作者

    Hui Guotao; Xie Xiangpeng;

  • 作者单位

    Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Peoples R China;

    Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210003, Jiangsu, Peoples R China|Huazhong Univ Sci & Technol, Sch Automat, Wuhan 430074, 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

    Fuzzy model; Signal estimation; Output feedback; Observer design; Nonlinear control;

    机译:模糊模型;信号估计;输出反馈;观测器设计;非线性控制;

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