A new design method of H∞ state feedback gain-scheduling controller for T-S fuzzy systems

Yang Liu, Xiaojun Ban, Xianlin Huang
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引用次数: 1

Abstract

In this article, a new systematic synthesis method is proposed to design a full state feedback gain-scheduling controller for Takagi-Sugeno (T-S) fuzzy plants. Both the stability and H∞ performance of the closed-loop system are considered. More specifically, by using the information that the degree of membership function is constrained within the interval [0, 1], the T-S fuzzy plant is transformed into the form of linear fractional transformation (LFT). Within the framework of LFT, the problem of stability and H∞ performance for the T-S fuzzy system can be reformulated into a convex optimization problem which can be approached by solving a set of linear matrix inequalities. A numerical example is provided to illustrate the effectiveness of the proposed method.
一种T-S模糊系统H∞状态反馈增益调度控制器的新设计方法
针对Takagi-Sugeno (T-S)模糊对象,提出了一种新的系统综合方法来设计全状态反馈增益调度控制器。同时考虑了闭环系统的稳定性和H∞性能。更具体地说,利用隶属度函数约束在区间[0,1]内的信息,将T-S模糊植物转化为线性分数阶变换(LFT)的形式。在LFT的框架内,T-S模糊系统的稳定性和H∞性能问题可以重新表述为一个凸优化问题,该问题可以通过求解一组线性矩阵不等式来逼近。算例说明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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