Low-order robust controller design for interval plants

This paper deals with robust controller design for SISO linear plants subject to interval parametric uncertainty, a longstanding open problem of control theory. Based on Hermite-Fujiwara matrices and the generalized Kharitonov's theorem, a sufficient condition is derived for the existence of a robustly stabilizing controller of order up to three. This condition is formulated as a non-convex rank-one LMI feasibility problem in the controller parameters. This optimization problem is addressed by two standard heuristics relying upon semidefinite programming. In spite of the potentially conservative nature of the stabilizability condition and the lack of convergence of the proposed algorithms, several numerical examples bear out the usefulness of our approach for designing robust controllers of small order at low computational cost.

[1]  B. Ross Barmish,et al.  New Tools for Robustness of Linear Systems , 1993 .

[2]  Shankar P. Bhattacharyya,et al.  Robust Control: The Parametric Approach , 1995 .

[3]  S. Tarbouriech,et al.  Algebraic approach to robust controller design: a geometric interpretation , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[4]  K. Goh,et al.  Robust synthesis via bilinear matrix inequalities , 1996 .

[5]  Kanti B. Datta,et al.  H∞-based synthesis for a robust controller of interval plants , 1996, Autom..

[6]  Domingo Docampo,et al.  Controller synthesis for a class of interval plants , 1995, Autom..

[7]  Pierre Apkarian,et al.  Robust control via concave minimization local and global algorithms , 2000, IEEE Trans. Autom. Control..

[8]  B. De Moor,et al.  Designing reduced order output feedback controllers using a potential reduction method , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[9]  L. Ghaoui,et al.  A cone complementarity linearization algorithm for static output-feedback and related problems , 1997, IEEE Trans. Autom. Control..

[10]  S. Tarbouriech,et al.  Rank-one LMI approach to simultaneous stabilization of linear systems , 1999, 1999 European Control Conference (ECC).

[11]  Shankar P. Bhattacharyya,et al.  Robust stabilizer synthesis for interval plants using H-infinity methods , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[12]  Aniruddha Datta,et al.  Design of P, PI and PID controllers for interval plants , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[13]  Anders Helmersson,et al.  IQC Synthesis based on Inertia Constraints , 1999 .