New sufficient linear matrix inequality conditions guaranteeing the stability of uncertain linear systems by means of dynamic output feedbacks are presented. It is shown that the search of an observer-based controller for this class of systems is fundamentally decomposed into two main problems: robust stability with a memoryless state feedback and observer design with measured uncertainties. Under the fulfilment of the developed linear matrix inequalities conditions, we show that the observer-based problem is solvable without any need for some equality constraints or iterative computational algorithms. Examples showing the potential of the results are presented.
1.
Kalman
, R. E.
, 1960, “A New Approach to Linear Filtering and Prediction Problems
,” ASME J. Basic Eng.
0021-9223, 82
(D), pp. 35
–45
.2.
Luenberger
, D. J.
, 1971, “An Introduction to Observers
,” IEEE Trans. Autom. Control
0018-9286, AC-16
(6
), pp. 596
–602
.3.
Lietmann
, G.
, 1979, “Guaranteed Asymptotic Stability for Some Linear Systems With Bounded Uncertainties
,” ASME J. Dyn. Syst., Meas., Control
0022-0434, 101
, pp. 212
–216
.4.
Barmish
, B. R.
, and Leitmann
, G.
, 1982, “On Ultimate Boundness Control of Uncertain Systems in the Absence of Matching Assumptions
,” IEEE Trans. Autom. Control
0018-9286, AC-27
(1
), pp. 153
–158
.5.
Jabbari
, F.
, and Schmitendorf
, W. E.
, 1993, “Effects of Using Observers on Stabilization of Uncertain Linear Systems
,” IEEE Trans. Autom. Control
0018-9286, 38
(2
), pp. 266
–271
.6.
Petersen
, I. R.
, and Hollot
, C. V.
, 1988, “High-Gain Observers Applied to Problems of Stabilization of Uncertain Linear Systems, Disturbance Attenuation and H∞ Optimization
,” Int. J. Adapt. Control Signal Process.
0890-6327, 2
, pp. 347
–369
.7.
Chen
, Y. H.
, and Chen
, J. S.
, 1990, “Combined Controller-Observer Design for Uncertain Systems Using Necessary and Sufficient Conditions
,” in Proceedings of the 29th CDC
, pp. 3452
–3454
.8.
Petersen
, I. R.
, 1985, “A Riccati Equation Approach to the Design of Stabilizing Controllers and Observers for a Class of Uncertain Systems
,” IEEE Trans. Autom. Control
0018-9286, 30
(9
), pp. 904
–907
.9.
Gu
, D.-W.
, and Poon
, F. W.
, 2001, “A Robust State Observer Scheme
,” IEEE Trans. Autom. Control
0018-9286, 46
(12
), pp. 1958
–1963
.10.
Lien
, C.-H.
, 2004, “Robust Observer-Based Control of Systems With State Perturbations via LMI Approach
,” IEEE Trans. Autom. Control
0018-9286, 49
(8
), pp. 1365
–1370
.11.
Boyd
, S.
, El Ghaoui
, L.
, Feron
, E.
, and Balakrishnan
, V.
, 1994, Linear Matrix Inequality in Systems and Control Theory
, Studies in Applied Mathematics, SIAM
, Philadelphia
.12.
Petersen
, I. R.
, 1987, “A Stabilization Algorithm for a Class of Uncertain Linear Systems
,” Syst. Control Lett.
0167-6911, 8
, pp. 351
–357
.Copyright © 2006
by American Society of Mechanical Engineers
You do not currently have access to this content.