Abstract
The problem of non-fragile robust guaranteed cost control for a class of two-dimensional (2-D) discrete systems in the general model (GM) with norm-bound uncertainties is investigated. The purpose is to design a non-fragile state feedback controller such that the closed-loop system is asymptotically stable and the cost function value is not more than an upper bound for all admissible uncertainties. The cost function is proposed and an upper bound of the cost function is given. By using a linear matrix inequalities (LMIs) approach, a sufficient condition for the solvability of the problem is obtained. A desired non-fragile state feedback controller can be constructed by solving a set of LMIs. An example is provided to demonstrate the application of the proposed design method.
Similar content being viewed by others
References
S. Attasi, Systems lineaires homogenes a deux indices, Rapport Laboria, 31 (1973)
T. Bose, D.A. Trautman, Two’s complement quantization in two-dimensional state-space digital filters. IEEE Trans. Signal Process. 40(10), 2589–2592 (1992)
T. Bose, Stability of the 2-D state-space system with overflow and quantization. IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process. 42(6), 432–434 (1995)
S. Chang, T. Peng, Adaptive guaranteed cost control of systems with uncertain parameters. IEEE Trans. Autom. Control 17(4), 474–483 (1972)
A. Dhawan, H. Kar, LMI-based criterion for the robust guaranteed cost control for 2-D systems described by the Fornasini-Marchesini second model. Signal Process. 87(3), 479–488 (2007)
A. Dhawan, H. Kar, Optimal guaranteed cost control for 2-D discrete uncertain systems: An LMI approach. Signal Process. 87(12), 3075–3085 (2007)
V. Dragan, T. Morozan, Discrete-time Riccati type equations and the tracking problem. ICIC Express Lett. 2(2), 109–116 (2008)
C. Du, L. Xie, H ∞ control and filtering of two-dimensional systems, in Lecture Notes in Control and Information Sciences (Springer, Berlin, 2002)
E. Fornasini, G. Marchesini, Doubly-indexed dynamical systems: State-space models and structural properties. Theory Comput. Syst. 12(1), 59–72 (1978)
H. Gao, J. Lam, C. Wang, S. Xu, Robust H ∞ filtering for 2-D stochastic systems, Circuits, Systems and. Signal Process. 23(6), 479–505 (2004)
X. Guan, C. Long, G. Duan, Robust optimal guaranteed cost control for 2D discrete systems. IEE Proc., Control Theory Appl. 148(5), 335–361 (2001)
T. Hinamoto, F. Fairman, Observers for a class of 2-D filters. IEEE Trans. Acoust. Speech Signal Process. 31(3), 557–563 (1983)
T. Kaczorek, Local controllability and minimum energy control of continuous 2-D linear systems with variable coefficients. Multidimens. Syst. Signal Process. 6(1), 69–75 (1995)
T. Kaczorek, Minimum energy control for general model of 2-D linear systems. Int. J. Control 47(5), 1555–1562 (1988)
T. Kaczorek, Two-Dimensional Linear Systems (Springer, Berlin, 1985)
H. Kar, V. Singh, Stability of 2-D systems described by the Fornasini-Marchesini first model. IEEE Trans. Signal Process. 51(6), 1675–1676 (2003)
J.E. Kurek, The general state-space model for a two-dimensional linear digital system. IEEE Trans. Autom. Control AC-30(6), 600–602 (1985)
Z. Lin, Feedback stabilization of multivariable two-dimensional linear systems. Int. J. Control 48(3), 1301–1317 (1988)
Z. Lin, Feedback stabilization of MIMO nD linear systems. IEEE Trans. Autom. Control 45(12), 2419–2424 (2000)
Z. Lin, J. Ying, L. Xu, An algebraic approach to strong stabilizability of linear nD MIMO systems. IEEE Trans. Autom. Control 47(9), 1510–1514 (2002)
Z. Lin, L.T. Bruton, BIBO stability of inverse 2-D digital filters in the presence of nonessential singularities of the second kind. IEEE Trans. Circuits Syst. 36(2), 244–254 (1989)
M. Mahmoud, Stabilizing controllers for a class of discrete time fault tolerant control systems. ICIC Express Lett. 2(3), 213–218 (2008)
I.R. Petersen, D.C. Mcfarlane, Optimal guaranteed cost control and filtering for uncertain linear systems. IEEE Trans. Autom. Control 39(9), 1971–1977 (1994)
R.P. Roesser, A discrete state-space model for linear image processing. IEEE Trans. Autom. Control AC-20(1), 1–10 (1975)
B. Song, S. Xu, Y. Zou, Non-fragile H ∞ filtering for uncertain stochastic time-delay systems. Int. J. Innov. Comput. Inf. Control 5(8), 2257–2266 (2009)
Y. Su, A. Bhaya, On the Bose-Trautman condition for stability of two-dimensional linear systems. IEEE Trans. Signal Process. 46(7), 2069–2070 (1998)
Z. Wang, X. Liu, Robust stability of two-dimensional uncertain discrete systems. IEEE Signal Process. Lett. 10(5), 133–136 (2003)
L. Wu, P. Shi, H. Gao, C. Wang, H ∞ filtering for 2D Markovian jump systems. Automatica 44(7), 1849–1858 (2008)
L. Wu, H. Gao, Sliding mode control of two-dimensional systems in Roesser Model. IET J. Control Theory Appl. 2(4), 352–364 (2008)
L. Wu, Z. Wang, H. Gao, C. Wang, Filtering for uncertain two-dimensional discrete systems with state delays. Signal Process. 87(9), 2213–2230 (2007)
L. Xie, C. Du, Y. Soh, C. Zhang, H ∞ and robust control of 2-D systems in FM second model. Multidimens. Syst. Signal Process. 13(3), 265–287 (2002)
L. Xie, Y. Soh, Control of uncertain discrete-time systems with guaranteed cost, in Proceedings of the 32nd IEEE Conference on Decision and Control, vol. 1 (1993), pp. 56–61
S. Xu, J. Lam, Z. Lin, K. Galkowski, Positive real control for uncertain two-dimensional systems. IEEE Trans. Circuits Syst. I 49(11), 1659–1666 (2002)
H. Xu, Y. Zou, S. Xu, L. Guo, Robust H ∞ control for uncertain two-dimensional discrete systems described by the general model via output feedback controllers. Int. J. Control. Autom. Syst. 6(5), 785–791 (2008)
H. Xu, Y. Zou, S. Xu, Non-fragile robust H ∞ control for uncertain 2-D delayed systems described by the general model. Int. J. Innov. Comput. Inf. Control, 5(10(A)), 3179–3188 (2009)
X. Yan, Y. Zou, Optimal and sub-optimal quarantine and isolation control in SARS epidemics. Math. Comput. Model. 47(1–2), 235–245 (2008)
G. Yang, J. Wang, Non-fragile H ∞ control for linear systems with multiplicative controller gain variations. Automatica 37(5), 727–737 (2001)
L. Yu, J. Wang, J. Chu, Guaranteed cost control of uncertain linear discrete-time systems, in Proceedings of the American Control Conference, vol. 5 (1997), pp. 3181–3184
T. Zhou, Stability and stability margin for a two-dimensional system. IEEE Trans. Signal Process. 54(9), 3483–3488 (2006)
Y. Zou, C. Yang, An algorithm for computation of 2-D eigenvalues. IEEE Trans. Autom. Control 39(7), 1434–1436 (1994)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Ye, S., Wang, W., Zou, Y. et al. Non-Fragile Robust Guaranteed Cost Control of 2-D Discrete Uncertain Systems Described by the General Models. Circuits Syst Signal Process 30, 899–914 (2011). https://doi.org/10.1007/s00034-010-9257-6
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-010-9257-6