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Decentralized mixed H_2/H_∞ filtering for discrete time fuzzy large-scale systems

机译:离散时间模糊大系统的分散混合H_2 /H_∞滤波

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摘要

This paper is concerned with decentralized mixed H_2/H_∞ filter design for discrete time fuzzy large-scale systems. Each of them consists of N sub-systems which are represented by Takagi-Sugeno fuzzy models. The main objective is to design stable filters that minimize a guaranteed cost index and to achieve a prescribed H_∞ performance. Based on Lyapunov theory, it is shown that the sufficient conditions guaranteeing stability and achieving prescribed performance are established by solving a set of linear matrix inequalities. A simulation example is also given to show the effectiveness of the present approach.
机译:本文涉及离散时间模糊大系统的分散混合H_2 /H_∞滤波器设计。它们每个都由N个子系统组成,这些子系统由Takagi-Sugeno模糊模型表示。主要目的是设计稳定的滤波器,以最小化保证的成本指标并实现规定的H_∞性能。基于李雅普诺夫理论,证明了通过解决一组线性矩阵不等式建立了保证稳定性和达到规定性能的充分条件。还给出了一个仿真示例来说明本方法的有效性。

著录项

  • 来源
    《International journal of general systems》 |2011年第5期|p.513-529|共17页
  • 作者单位

    School of Electronic Engineering, University of Electronic Science and Technology of China,Chengdu, Sichuan 610054, P. R. China;

    School of Electronic Engineering, University of Electronic Science and Technology of China,Chengdu, Sichuan 610054, P. R. China,Manufacturing Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong;

    School of Electronic Engineering, University of Electronic Science and Technology of China,Chengdu, Sichuan 610054, P. R. China;

    Manufacturing Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong;

  • 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

    decentralized; mixed h_2/h_∞ filtering; fuzzy large-scale system; takagi-sugeno fuzzy system;

    机译:去中心化混合h_2 /h_∞滤波;模糊大规模系统高木-野模糊系统;

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