Stability and stabilization of aperiodic sampled-data control systems using robust linear matrix inequalities

Stability analysis of an aperiodic sampled-data control system is considered for application to networked and embedded control. The stability condition is described in a linear matrix inequality to be satisfied for all possible sampling intervals. Although this condition is numerically intractable, a tractable sufficient condition can be constructed with the mean value theorem. Special attention is paid to tightness of the sufficient condition for less conservative stability analysis. A region-dividing technique for the reduction of conservatism and generalization to stabilization are also discussed. An example demonstrates the efficacy of the approach.

[1]  Arkadi Nemirovski,et al.  Robust Convex Optimization , 1998, Math. Oper. Res..

[2]  Hisaya Fujioka,et al.  A Discrete-Time Approach to Stability Analysis of Systems With Aperiodic Sample-and-Hold Devices , 2009, IEEE Transactions on Automatic Control.

[3]  Emilia Fridman,et al.  Robust sampled-data stabilization of linear systems: an input delay approach , 2004, Autom..

[4]  Bruce A. Francis,et al.  Optimal Sampled-Data Control Systems , 1996, Communications and Control Engineering Series.

[5]  Robert H. Halstead,et al.  Matrix Computations , 2011, Encyclopedia of Parallel Computing.

[6]  J. Lofberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004, 2004 IEEE International Conference on Robotics and Automation (IEEE Cat. No.04CH37508).

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

[8]  Stephen P. Boyd,et al.  Analysis and Synthesis of State-Feedback Controllers With Timing Jitter , 2009, IEEE Transactions on Automatic Control.

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

[10]  Y. Oishi,et al.  A region-dividing approach to robust semidefinite programming and its error bound , 2006, 2006 American Control Conference.

[11]  Gene H. Golub,et al.  Matrix computations (3rd ed.) , 1996 .

[12]  Leonid Mirkin On the use of time-varying delay to represent sample-and-hold circuits , 2007, 2007 46th IEEE Conference on Decision and Control.

[13]  Arkadi Nemirovski,et al.  On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty , 2002, SIAM J. Optim..

[14]  Laurentiu Hetel,et al.  LMI control design for a class of exponential uncertain systems with application to network controlled switched systems , 2007, 2007 American Control Conference.

[15]  Johan Efberg,et al.  YALMIP : A toolbox for modeling and optimization in MATLAB , 2004 .

[16]  M. Kojima Sums of Squares Relaxations of Polynomial Semidefinite Programs , 2003 .

[17]  J.P. Hespanha,et al.  On the robust stability and stabilization of sampled-data systems: A hybrid system approach , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[18]  Hisaya Fujioka,et al.  Stability Analysis for a Class of Networked/Embedded Control Systems: Output Feedback Case , 2008 .

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

[20]  Leonid Mirkin,et al.  Some Remarks on the Use of Time-Varying Delay to Model Sample-and-Hold Circuits , 2007, IEEE Transactions on Automatic Control.

[21]  Yasuaki Oishi,et al.  An Asymptotically Exact Approach to Robust Semidefinite Programming Problems with Function Variables , 2009, IEEE Transactions on Automatic Control.

[22]  Laurent El Ghaoui,et al.  Robust Solutions to Uncertain Semidefinite Programs , 1998, SIAM J. Optim..

[23]  Yeung Sam Hung,et al.  Analysis and Synthesis of Nonlinear Systems With Uncertain Initial Conditions , 2008, IEEE Transactions on Automatic Control.

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

[25]  H. Fujioka,et al.  Stability analysis for a class of networked/embedded control systems: A discrete-time approach , 2008, 2008 American Control Conference.

[26]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[27]  Young Soo Suh Stability and stabilization of nonuniform sampling systems , 2008, Autom..

[28]  Yeung Sam Hung,et al.  Trajectories bounds for nonlinear systems: a BMI approach , 2007, 2007 46th IEEE Conference on Decision and Control.

[29]  Graham C. Goodwin,et al.  Digital control and estimation : a unified approach , 1990 .

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

[31]  Y. Shu Stability and stabilization of nonuniform sampling systems. , 2008 .