Exponential H∞ filter design for uncertain Takagi-Sugeno fuzzy systems with time delay

This paper considers the problem of robust H"~ filtering for state-space Takagi-Sugeno fuzzy systems with time delays and norm-bounded parameter uncertainties. The problem we address is the design of an exponentially stable filter ensuring an exponential stability and a prescribed H"~ performance of the filtering error system for all admissible uncertainties. In terms of certain linear matrix inequalities (LMIs), sufficient conditions for the solvability of this problem are obtained. When these LMIs are feasible, an explicit expression of a desired H"~ filter is also given. Finally, a simulation example is provided to demonstrate the effectiveness and applicability of the proposed design approach.

[1]  Shengyuan Xu,et al.  Robust H∞ filtering for uncertain impulsive stochastic systems under sampled measurements , 2003, Autom..

[2]  Shengyuan Xu Robust H/sub /spl infin// filtering for a class of discrete-time uncertain nonlinear systems with state delay , 2002 .

[3]  P. Khargonekar,et al.  Filtering and smoothing in an H/sup infinity / setting , 1991 .

[4]  Lihua Xie,et al.  Robust control of a class of uncertain nonlinear systems , 1992 .

[5]  Kazuo Tanaka,et al.  Stability analysis and design of fuzzy control systems , 1992 .

[6]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[7]  Karl-Erik Årzén,et al.  Piecewise quadratic stability of fuzzy systems , 1999, IEEE Trans. Fuzzy Syst..

[8]  TanakaK.,et al.  Robust stabilization of a class of uncertain nonlinear systems via fuzzy control , 1996 .

[9]  Konrad Reif,et al.  The extended Kalman filter as an exponential observer for nonlinear systems , 1999, IEEE Trans. Signal Process..

[10]  L. Xie,et al.  Robust H^∞ Control for Linear Systems with Norm-Bounded Time-Varying Uncertainty , 1990 .

[11]  Lihua Xie,et al.  H ∞ filtering for a class of uncertain nonlinear systems , 1993 .

[12]  Lihua Xie,et al.  Robust filtering for a class of discrete-time uncertain nonlinear systems: AnH∞ approach , 1996 .

[13]  Jong Hae Kim,et al.  Output feedback robust H∞ control of uncertain fuzzy dynamic systems with time-varying delay , 2000, IEEE Trans. Fuzzy Syst..

[14]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[15]  Pramod P. Khargonekar,et al.  FILTERING AND SMOOTHING IN AN H" SETTING , 1991 .

[16]  Euntai Kim,et al.  A fuzzy disturbance observer and its application to control , 2002, IEEE Trans. Fuzzy Syst..

[17]  Shengyuan Xu,et al.  Robust Filtering for a Class of Discrete-Time Uncertain Nonlinear Systems with State Delay , 2002 .

[18]  Shengyuan Xu,et al.  Title H ∞ and positive-real control for linear neutral delay systems , 2001 .

[19]  TanakaK.,et al.  Fuzzy regulators and fuzzy observers , 1998 .

[20]  Shengyuan Xu,et al.  H∞ and positive-real control for linear neutral delay systems , 2001, IEEE Trans. Autom. Control..

[21]  Yong-Yan Cao,et al.  Analysis and synthesis of nonlinear time-delay systems via fuzzy control approach , 2000, IEEE Trans. Fuzzy Syst..

[22]  J. Hale Theory of Functional Differential Equations , 1977 .

[23]  Kazuo Tanaka,et al.  Fuzzy regulators and fuzzy observers: relaxed stability conditions and LMI-based designs , 1998, IEEE Trans. Fuzzy Syst..

[24]  Gang Feng,et al.  Analysis and design for a class of complex control systems part II: Fuzzy controller design , 1997, Autom..

[25]  Jong Hae Kim,et al.  H∞-output feedback controller design for linear systems with time-varying delayed state , 1998, IEEE Trans. Autom. Control..

[26]  Shengyuan Xu,et al.  Quadratic stability and stabilization of uncertain linear discrete-time systems with state delay , 2001, Syst. Control. Lett..

[27]  Pedro Luis Dias Peres,et al.  Robust H∞ filter design for uncertain linear systems with multiple time-varying state delays , 2001, IEEE Trans. Signal Process..

[28]  Eun Tae Jeung,et al.  Robust fuzzy H[infin] control for uncertain nonlinear systems via state feedback: an LMI approach , 2001, Fuzzy Sets Syst..

[29]  Kazuo Tanaka,et al.  Robust stabilization of a class of uncertain nonlinear systems via fuzzy control: quadratic stabilizability, H∞ control theory, and linear matrix inequalities , 1996, IEEE Trans. Fuzzy Syst..

[30]  Lihua Xie,et al.  Robust H/sub infinity / control for linear systems with norm-bounded time-varying uncertainty , 1992 .

[31]  Shengyuan Xu,et al.  Robust H ∞ filtering for a class of non-linear systems with state delay and parameter uncertainty , 2002 .

[32]  S. Jin,et al.  Robust H/sub /spl infin// filtering for polytopic uncertain systems via convex optimisation , 2001 .