Nonfragile H Filter Design for T-S Fuzzy Systems in Standard Form
This paper is concerned with the problem of nonfragile H ∞ filtering for continuous-time Takagi-Sugeno (T-S) fuzzy systems. The filter to be designed is assumed to have two types of multiplicative gain variations. First, two relaxed H ∞ filtering analysis conditions are proposed based on useful line...
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Published in | IEEE transactions on industrial electronics (1982) Vol. 61; no. 7; pp. 3448 - 3458 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
IEEE
01.07.2014
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Subjects | |
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Abstract | This paper is concerned with the problem of nonfragile H ∞ filtering for continuous-time Takagi-Sugeno (T-S) fuzzy systems. The filter to be designed is assumed to have two types of multiplicative gain variations. First, two relaxed H ∞ filtering analysis conditions are proposed based on useful linear matrix inequality preliminaries. Whereafter, the results are exploited to derive sufficient conditions for designing a nonfragile H ∞ filter, which guarantees a prescribed H ∞ performance of the filtering error system. Compared with the existing results, the proposed design methods not only suit for a standard form of the fuzzy filter but also give more relaxed design conditions. Finally, simulation examples will be given to show the efficiency of the proposed design methods. |
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AbstractList | This paper is concerned with the problem of nonfragile H ∞ filtering for continuous-time Takagi-Sugeno (T-S) fuzzy systems. The filter to be designed is assumed to have two types of multiplicative gain variations. First, two relaxed H ∞ filtering analysis conditions are proposed based on useful linear matrix inequality preliminaries. Whereafter, the results are exploited to derive sufficient conditions for designing a nonfragile H ∞ filter, which guarantees a prescribed H ∞ performance of the filtering error system. Compared with the existing results, the proposed design methods not only suit for a standard form of the fuzzy filter but also give more relaxed design conditions. Finally, simulation examples will be given to show the efficiency of the proposed design methods. |
Author | Guang-Hong Yang Xiao-Heng Chang |
Author_xml | – sequence: 1 givenname: Xiao-Heng surname: Chang fullname: Chang, Xiao-Heng – sequence: 2 givenname: Guang-Hong surname: Yang fullname: Yang, Guang-Hong |
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Snippet | This paper is concerned with the problem of nonfragile H ∞ filtering for continuous-time Takagi-Sugeno (T-S) fuzzy systems. The filter to be designed is... |
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SubjectTerms | Design methodology Educational institutions Fuzzy systems Linear matrix inequalities Multiplicative gain variations Noise nonfragile H_{\infty} filtering standard form Takagi-Sugeno (T-S) fuzzy systems Takagi-Sugeno model |
Title | Nonfragile H Filter Design for T-S Fuzzy Systems in Standard Form |
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