Robust H ∞ filter design for uncertain fuzzy neutral systems
This paper investigates the problem of robust H ∞ filtering for a class of uncertain Takagi–Sugeno (T–S) fuzzy neutral systems with time-varying delay and linear fractional parametric uncertainties. The aim is to design an asymptotically stable fuzzy filter ensuring asymptotical stability and prescr...
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Veröffentlicht in: | Information sciences 2009-09, Vol.179 (20), p.3697-3710 |
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Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
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Zusammenfassung: | This paper investigates the problem of robust
H
∞
filtering for a class of uncertain Takagi–Sugeno (T–S) fuzzy neutral systems with time-varying delay and linear fractional parametric uncertainties. The aim is to design an asymptotically stable fuzzy filter ensuring asymptotical stability and prescribed
H
∞
performance of the filtering error system for all admissible uncertainties. Based on the Lyapunov–Krasovskii functional, the Barbalat lemma and the LMI approach, delay-dependent sufficient conditions for the solvability of this problem are proposed in terms of LMIs, and an explicit expression of the desired
H
∞
fuzzy filter is readily given when these LMIs are feasible. Finally, the
H
∞
filter design problem for a neutral-type nonlinear distributed network (long line with tunnel diode) is considered in the simulation example to demonstrate the effectiveness and applicability of the proposed method. |
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ISSN: | 0020-0255 1872-6291 |
DOI: | 10.1016/j.ins.2009.06.024 |