Metzler-Takagi-Sugeno模型下切换系统的区间状态估计

D. Krokavec, A. Filasová
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引用次数: 0

摘要

研究了非线性切换正系统的区间观测器设计问题。系统由Takagi-Sugeno模糊模型表示,前提变量依赖于状态向量的可测量部分。利用线性矩阵不等式给出了区间观测器结构的稳定性条件,保证了系统状态估计的非负性。该方法允许在假设扰动有界的情况下计算系统状态的下界和上界。数值算例说明了该方法的性质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interval State Estimation of Switched Systems with Metzler-Takagi-Sugeno Models
The paper deals with interval observer design for nonlinear switched positive systems. The systems are represented by the Takagi-Sugeno fuzzy models, with premise variables depending on a measurable part of the state vector. Stability conditions for the proposed interval observer structure are formulated via Linear Matrix Inequalities to ensure nonnegative system state estimation. The proposed method allows to compute the lower and upper bounds of the system state under the assumption that the disturbance are bounded. The properties of proposed approach are illustrated in numerical example.
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