Robust absolute stability and stabilization based on homogeneous polynomially parameter-dependent Lur'e functions

This paper provides finite dimensional convex conditions to construct homogeneous polynomially parameter- dependent Lur'e functions which ensure the stability of nonlinear systems with state-dependent nonlinearities lying in general sectors and which are affected by uncertain parameters belonging to the unit simplex. The proposed conditions are written as linear matrix inequalities parameterized in terms of the degree g of the parameter-dependent solution and in terms of the relaxation level d of the inequality constraints, based on an extension of Polya's Theorem. As g and d increase, progressive less conservative solutions are obtained. The results in the paper include as special cases existing conditions for robust stability analysis and for absolute stability. A convex solution for control design is also provided. Numerical examples illustrate the efficiency of the proposed conditions.

[1]  Domenico D'Alessandro,et al.  Asymptotic stability of continuous-time systems with saturation nonlinearities , 1996 .

[2]  Cheng-Fu Chen,et al.  On the absolute stability of nonlinear control systems , 1970 .

[3]  E. Kaszkurewicz,et al.  Robust stability and diagonal Lyapunov functions , 1993 .

[4]  P. Peres,et al.  Stability of polytopes of matrices via affine parameter-dependent lyapunov functions : Asymptotically exact LMI conditions , 2005 .

[5]  J. Willems Least squares stationary optimal control and the algebraic Riccati equation , 1971 .

[6]  J. Lasserre,et al.  On parameter-dependent Lyapunov functions for robust stability of linear systems , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[7]  Pierre-Alexandre Bliman,et al.  Absolute stability criteria with prescribed decay rate for finite-dimensional and delay systems , 2002, Autom..

[8]  S. Bittanti,et al.  Affine Parameter-Dependent Lyapunov Functions and Real Parametric Uncertainty , 1996 .

[9]  Graziano Chesi,et al.  Polynomially parameter-dependent Lyapunov functions for robust stability of polytopic systems: an LMI approach , 2005, IEEE Transactions on Automatic Control.

[10]  C. W. Scherer,et al.  Relaxations for Robust Linear Matrix Inequality Problems with Verifications for Exactness , 2005, SIAM J. Matrix Anal. Appl..

[11]  Jos F. Sturm,et al.  A Matlab toolbox for optimization over symmetric cones , 1999 .

[12]  J. Geromel,et al.  A new absolute stability test for systems with state‐dependent perturbations , 2002 .

[13]  B. Barmish Necessary and sufficient conditions for quadratic stabilizability of an uncertain system , 1985 .

[14]  Pierre-Alexandre Bliman,et al.  An existence result for polynomial solutions of parameter-dependent LMIs , 2004, Syst. Control. Lett..

[15]  Ricardo C. L. F. Oliveira,et al.  LMI conditions for robust stability analysis based on polynomially parameter-dependent Lyapunov functions , 2006, Syst. Control. Lett..

[16]  P.L.D. Peres,et al.  Existence of Homogeneous Polynomial Solutions for Parameter-Dependent Linear Matrix Inequalities with Parameters in the Simplex , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[17]  R.C.L.F. Oliveira,et al.  LMI conditions for the existence of polynomially parameter-dependent Lyapunov functions assuring robust stability , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[18]  Liu Hsu,et al.  LMI characterization of structural and robust stability , 1998 .

[19]  Carsten W. Scherer,et al.  Matrix Sum-of-Squares Relaxations for Robust Semi-Definite Programs , 2006, Math. Program..

[20]  J. Bernussou,et al.  A new robust D-stability condition for real convex polytopic uncertainty , 2000 .

[21]  E. Kaszkurewicz,et al.  Robust stability and diagonal Liapunov functions , 1990, 29th IEEE Conference on Decision and Control.

[22]  E. Kaszkurewicz,et al.  Matrix diagonal stability in systems and computation , 1999 .

[23]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[24]  Pedro Luis Dias Peres,et al.  An LMI condition for the robust stability of uncertain continuous-time linear systems , 2002, IEEE Trans. Autom. Control..