Abstract
In this paper, the problem of delay-dependent robust filtering of linear discrete-time singular systems with time-varying delays and polytopic uncertainties is thoroughly investigated. We employ a linear regular filter to ensure its practical implementation. We establish the filter admissibility condition, then using an improved augmented Lyapunov–Krasovskii functional, we develop new delay-dependent filtering design conditions based on generalized \({\mathcal{H}}_{2}\) performance criteria and without relying on overbounding for both the nominal and uncertain cases. Seeking computational convenience, all the developed results are cast in the format of strict linear matrix inequalities (LMIs) and a numerical example is presented.
Similar content being viewed by others
References
E.K. Boukas, Z. Liu, Robust stability and \({\mathcal{H}}_{\infty}\) control of discrete-time systems with time-delay: an LMI approach. ASME J. Dyn. Syst. Meas. Control 125, 271–278 (2003)
S. Boyd, L. ElGhaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory (SIAM, Philadelphia, 1994)
S.J. Chen, J.L. Lin, Robust stability of discrete time-delay uncertain singular systems. IEE Proc., Control Theory Appl. 151, 45–51 (2004)
W.H. Chen, Z.H. Guan, X. Lu, Delay-dependent guaranteed cost control for uncertain discrete-time systems with delay. IEE Proc., Control Theory Appl. 150, 412–416 (2003)
L. Dai, Singular Control Systems (Springer, Berlin, 1989)
C.E. de Souza, K.A. Barbosa, M. Fu, Robust filtering for uncertain linear discrete-time descriptor systems. Automatica 44, 792–798 (2008)
C.H. Fang, L. Lee, F.R. Chang, Robust control analysis and design for discrete-time singular systems. Automatica 30, 1741–1750 (1994)
E. Fridman, U. Shaked, Stability and guaranteed cost control of uncertain discrete delay systems. Int. J. Control 78, 235–247 (2005)
H. Gao, T. Chen, New results on stability of discrete-time systems with time-varying state-delay. IEEE Trans. Autom. Control 52, 328–334 (2007)
H. Gao, J. Lam, C. Wang, Y. Wang, Delay-dependent output feedback stabilization of discrete-time systems with time-varying state-delay. IEE Proc., Control Theory Appl. 151, 691–698 (2004)
H.L. Gao, J. Lam, L. Xie, New approach to mixed \({\mathcal{H}}_{2}-{\mathcal{H}}_{\infty}\) filtering for polytopic discrete-time systems. IEEE Trans. Signal Process. 53, 3183–3192 (2005)
M.S. Mahmoud, Robust Control and Filtering for Time-Delay Systems (Dekker, New York, 2000)
M.S. Mahmoud, Robust \({\mathcal{H}}_{\infty}\) control of discrete systems with uncertain parameters and unknown delays. Automatica 36, 627–635 (2000)
M.S. Mahmoud, New results on robust control design of discrete-time uncertain systems. IEE Proc., Control Theory Appl. 152, 453–459 (2005)
M.S. Mahmoud, E.K. Boukas, Delay-dependent robust stability and control of uncertain discrete singular systems with state-delay. J. Math. Control Sci. Appl. 1(1), 11–27 (2007)
M.S. Mahmoud, A. Ismail, Uncertain discrete delay singular systems: delay-dependent stability and stabilization. J. Appl. Math. Sci. 1(10), 471–490 (2007)
X.G. Meng, H.J. Gao, S.H. Moul, A new parameter-dependent approach to robust energy-to-peak filter design. Circuits Syst. Signal Process. 26, 451–471 (2007)
J.B. Qiu, G. Feng, J. Yang, Improved delay-dependent \({\mathcal{H}}_{\infty}\) filtering design for discrete-time polytopic linear systems. IEEE Trans. Circuits Syst. II, Express Briefs 55, 178–182 (2008)
S. Xu, J. Lam, Robust Control and Filtering of Singular Systems (Springer, Berlin, 2006)
S. Xu, J. Lam, Reduced-order \({\mathcal{H}}_{\infty}\) filtering for singular systems. Syst. Control Lett. 56, 48–57 (2007)
S. Xu, J. Lam, Y. Zou, \({\mathcal{H}}_{\infty}\) filtering for singular systems. IEEE Trans. Autom. Control 48(12), 2217–2222 (2003)
X.M. Zhang, Q.L. Han, Delay-dependent robust \({\mathcal{H}}_{\infty}\) filtering for uncertain discrete-time systems with time-varying delay based on a finite sum inequality. IEEE Trans. Circuits Syst. II, Express Briefs 53, 1466–1470 (2006)
B. Zhang, S. Zhou, D. Du, Robust \({\mathcal{H}}_{\infty}\) filtering of delayed singular systems with linear fractional parametric uncertainties. Circuits Syst. Signal Process. 25, 627–647 (2006)
L. Zhang, P. Shi, E.K. Boukas, Robust \({\mathcal{L}}_{2}-{\mathcal{L}}_{\infty}\) filtering for switched linear discrete time-delay systems with polytopic uncertainties. IET Proc., Control Theory Appl. 1, 722–730 (2007)
Y. Zhou, J. Li, Reduced-order \({\mathcal{L}}_{2}-{\mathcal{L}}_{\infty}\) filtering for singular systems: a linear matrix inequality approach. IET Proc., Control Theory Appl. 2, 228–238 (2008)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Mahmoud, M.S., Xia, Y. A Generalized \({\mathcal{H}}_{2}\) Filtering of Uncertain Discrete-Time Singular Systems with Time-Varying Delays. Circuits Syst Signal Process 30, 107–123 (2011). https://doi.org/10.1007/s00034-010-9212-6
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-010-9212-6