Takagi-Sugeno模糊系统的改进有限频率H∞滤波

A. Amrani, A. Hajjaji, I. Boumhidi, A. Hmamed
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引用次数: 4

摘要

研究离散非线性系统的T-S型H∞滤波设计问题。我们的目标是设计一种在特定有限频率(FF)范围内保证H∞性能水平的新滤波器。利用著名的广义Kalman Yakubovich Popov引理和Finsler引理,提出了不同FF范围下H∞滤波器存在的充分条件,并将其统一为求解一组线性矩阵不等式(lmi)。通过两个算例说明了该方法的有效性和较低的保守性。
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Improved finite frequency H∞ filtering for Takagi-Sugeno fuzzy systems
This paper investigates the design problem of H∞ filtering for discrete nonlinear systems in the Takagi-Sugeno (T-S) form. Our aim is to design a new filter guaranteeing an H∞ performance level in specific finite frequency (FF) ranges. Using the well-known generalised Kalman Yakubovich Popov lemma, Finsler's lemma, sufficient conditions for the existence of H∞ filters for different FF ranges are proposed and then unified in terms of solving a set of linear matrix inequalities (LMIs). Two examples are given to illustrate the effectiveness and the less conservatism of the proposed approach in comparison with the existing methods.
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来源期刊
International Journal of Systems, Control and Communications
International Journal of Systems, Control and Communications Engineering-Control and Systems Engineering
CiteScore
1.50
自引率
0.00%
发文量
26
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