Extended dissipative filtering of fuzzy systems with time-varying delay under imperfect premise matching |
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| Authors: | Jingying Li Xianlin Huang Zhengchao Li |
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| Affiliation: | 1. Center for Control Theory and Guidance Technology, Harbin Institute of Technology, Harbin, China;2. Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China |
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| Abstract: | This paper investigates the extended dissipative filter design problems for continuous-time fuzzy systems with time-varying delays under imperfect premise variables based on a unified performance index?extended dissipative. Attention is focused on solving the H∞, L2 ? L∞, passive and dissipative filtering problems for fuzzy systems with time-varying delays under this unified framework. Based on the unified performance index, a new delay-dependent filter design approach in terms of linear matrix inequalities is obtained by employing Lyapunov–Krasovskii functional method together with a novel efficient integral inequality. The designed filter can guarantee the filtering error system satisfy the prescribed H∞, L2 ? L∞, passive and dissipative performance by tuning the weighting matrices in the conditions. Moreover, in this paper, the fuzzy filter does not need to share the same membership function with fuzzy model, which can enhance design flexibility and robust property of the fuzzy filter system. Finally, two examples are provided to illustrate the effectiveness and significant improvement of the method proposed in this paper. |
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| Keywords: | Fuzzy time-varying delay system extended dissipative filter imperfect premise matching |
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