Optimal periodic feedback design for continuous-time LTI systems with constrained control structure

This paper aims to design a high-performance controller with any predefined structure for continuous-time LTI systems. The control law employed is the generalized sampled-data hold function (GSHF), which can have any special form, e.g. polynomial, exponential, piecewise constant, etc. The GSHF is first written as a linear combination of a set of basis functions obtained in accordance with its desired form and structure. The objective is to find the coefficients of this linear combination, such that a prespecified linear-quadratic performance index is minimized. A necessary and sufficient condition for the existence of such GSHF is first obtained in the form of matrix inequality, which can be solved by using the existing methods to obtain a set of stabilizing initial values for the coefficients or to conclude the non-existence of such structurally constrained GSHF. An efficient algorithm is then presented to compute the optimal coefficients from their initial values, so that the performance index is minimi...

[1]  G. Goodwin,et al.  Generalized sample hold functions-frequency domain analysis of robustness, sensitivity, and intersample difficulties , 1994, IEEE Trans. Autom. Control..

[2]  Pierre T. Kabamba,et al.  Optimal Hold Functions for Sampled Data Regulation , 1988, 1988 American Control Conference.

[3]  Stephen P. Boyd,et al.  Semidefinite Programming , 1996, SIAM Rev..

[4]  P. P. Groumpos Structural modelling and optimisation of large scale systems , 1994 .

[5]  Dragoslav D. Šiljak,et al.  Control of Large-Scale Systems: Beyond Decentralized Feedback , 2004 .

[6]  Konstantinos G. Arvanitis On the Localization of Intersample Ripples of Linear Systems Controlled by Generalized Sampled-Data Hold Functions , 1998, Autom..

[7]  E. Davison,et al.  Sampling and Decentralized Fixed Modes , 1985, 1985 American Control Conference.

[8]  Altuğ İftar,et al.  Overlapping decentralized dynamic optimal control , 1993 .

[9]  Shih-Ho Wang,et al.  Stabilization of decentralized control systems via time-varying controllers , 1982 .

[10]  E. Davison,et al.  Decentralized stabilization and pole assignment for general proper systems , 1990 .

[11]  Rajendra Bhatia,et al.  Bounds for the variation of the roots of a polynomial and the eigenvalues of a matrix , 1990 .

[12]  Srdjan S. Stankovic,et al.  Decentralized overlapping control of a platoon of vehicles , 2000, IEEE Trans. Control. Syst. Technol..

[13]  Dragoslav D. Siljak,et al.  A new approach to control design with overlapping information structure constraints , 2005, Autom..

[14]  Ilse C. F. Ipsen,et al.  Three Absolute Perturbation Bounds for Matrix Eigenvalues Imply Relative Bounds , 1998, SIAM J. Matrix Anal. Appl..

[15]  Mohammad Aldeen,et al.  Stabilization of decentralized control systems , 1997 .

[16]  J.L. Yanesi,et al.  Robust stability of LTI discrete-time systems using sum-of-squares matrix polynomials , 2006, 2006 American Control Conference.

[17]  D. Jibetean,et al.  Algebraic Optimization with Applications in System Theory , 2003 .

[18]  Herbert Werner An iterative algorithm for suboptimal periodic output feedback control , 1996 .

[19]  J. Lam,et al.  A computational method for simultaneous LQ optimal control design via piecewise constant output feedback , 2001, IEEE Trans. Syst. Man Cybern. Part B.

[20]  H. Schattler,et al.  Descent algorithms for optimal periodic output feedback control , 1992 .

[21]  Didier Henrion,et al.  GloptiPoly: Global optimization over polynomials with Matlab and SeDuMi , 2003, TOMS.

[22]  Jacques L. Willems Time-varying feedback for the stabilization of fixed modes in decentralized control systems , 1989, Autom..

[23]  Daniel E. Miller,et al.  Gain/phase margin improvement using static generalized sampled-data hold functions , 1999 .

[24]  Etienne de Klerk,et al.  Global optimization of rational functions: a semidefinite programming approach , 2006, Math. Program..

[25]  A.G. Aghdam,et al.  A Necessary and Sufficient Condition for Robust Stability of LTI Discrete-Time Systems using Sum-of-Squares Matrix Polynomials , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[26]  G. Goodwin,et al.  Generalised hold functions for fast sampling rates , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[27]  P. Kabamba Control of Linear Systems Using Generalized Sampled-Data Hold Functions , 1987, 1987 American Control Conference.