不完全匹配条件下时滞模糊模型系统的H∞滤波器设计新方法

Li Li, Qianqian Ma, Hongwei Xia, G. Ma, Dali Zhang
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引用次数: 1

摘要

本文研究了基于T-S模糊模型的时滞系统的H∞模糊滤波器设计问题。根据Lyapunov稳定性理论,提出了滤波系统的改进稳定性判据,并提出了相应的H∞模糊滤波器设计方法,所有推导结果均作为lmi的可行性给出。此外,采用新颖的不完全前提匹配方法推导H∞模糊滤波器,使得H∞模糊滤波器和T-S模糊模型具有不同的隶属函数和不同数量的模糊规则,这样的设计可以提供更大的设计灵活性和更好的鲁棒性。最后,通过两个算例验证了所设计方法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New H∞ filter design approach for time-delay fuzzy-model-based system under imperfect premise matching
The paper concerns the issue of H∞ fuzzy filter design for T-S fuzzy-model based system involving time-delay. In the light of the Lyapunov stability theory, improved stability criteria for the filtering system are developed, and corresponding H∞ fuzzy filter design approaches are proposed as well, all the derived results are given as the feasibility of LMIs. Besides, the novel imperfect premise matching methodology is adopted to derive the H∞ fuzzy filter, which allows the H∞ fuzzy filter and the T-S fuzzy model have distinct membership functions and different number of fuzzy rules, such design can provide larger design flexibility and better robustness property. Finally, two numerical examples are offered to clarify the validity and the superiority of the designed method.
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