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
Hauptverfasser: Yang, Jun, Zhong, Shouming, Li, Guihua, Luo, Wenpin
Format: Artikel
Sprache:eng
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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.
ISSN:0020-0255
1872-6291
DOI:10.1016/j.ins.2009.06.024