Stabilizing Dynamic Output Feedback Control for Takagi-Sugeno Fuzzy Systems

Yuto Asai, Taku Itami, J. Yoneyama
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引用次数: 1

Abstract

This paper presents the stabilization using dynamic output feedback controller for Takagi-Sugeno fuzzy systems that can represent nonlinear systems accurately. Many different stabilization conditions by state feedback control have been obtained in the literature. However, few papers have considered stabilizing output feedback controllers, which is useful for practical systems, of Takagi-Sugeno fuzzy systems. Therefore, we propose a control design based on dynamic output feedback controllers in this paper. Based on the idea of Lyapunov function having the structure of the integral of the membership functions, new stabilization conditions are obtained. This approach is known to reduce the conservativeness of the stabilization conditions. Furthermore, relaxation lemmas are used to reduce the conservativeness of the conditions. Finally, numerical examples are given to show the effectiveness of the design methods presented in the paper.
Takagi-Sugeno模糊系统的稳定动态输出反馈控制
本文研究了动态输出反馈控制器对Takagi-Sugeno模糊系统的镇定问题,该控制器能准确地表示非线性系统。在文献中已经得到了许多不同的状态反馈控制的稳定条件。然而,很少有论文考虑稳定输出反馈控制器,这对实际系统是有用的,Takagi-Sugeno模糊系统。因此,本文提出了一种基于动态输出反馈控制器的控制设计。基于李雅普诺夫函数具有隶属函数积分结构的思想,得到了新的镇定条件。这种方法降低了稳定条件的保守性。此外,利用松弛引理降低了条件的保守性。最后,通过数值算例验证了所提设计方法的有效性。
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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