Interval State Estimation of Switched Takagi-Sugeno Systems with Metzler-Lipschitz Features

D. Krokavec, A. Filasová
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Abstract

The paper deals with the interval switching observers design for nonlinear switched positive systems. The systems are represented by the Takagi-Sugeno fuzzy switched models, with measurable premise variables. Proposed design conditions for the interval switching observer structure are formulated via linear matrix inequalities to ensure nonnegative state estimation of the considered class of fuzzy switched systems. Under such conditions the proposed method allows to compute the lower and upper bounds of the system state assuming that Lipschitz function is positive and the system disturbance is positive and bounded. The properties of the proposed approach are illustrated by a numerical example.
具有Metzler-Lipschitz特征的切换Takagi-Sugeno系统的区间状态估计
研究了非线性切换正系统的区间切换观测器的设计。系统由Takagi-Sugeno模糊切换模型表示,具有可测量的前提变量。利用线性矩阵不等式提出了区间切换观测器结构的设计条件,以保证所考虑的模糊切换系统的非负状态估计。在此条件下,该方法允许在Lipschitz函数为正、系统扰动为正且有界的情况下计算系统状态的下界和上界。通过数值算例说明了该方法的特性。
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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