Abstract
This paper deals with the problem of delay-dependent robust \(H_{\infty }\) filtering for uncertain two-dimensional (2-D) continuous systems described by Roesser state space model with time-varying delays, with the uncertain parameters assumed to be of polytopic type. A sufficient condition for \(H_{\infty }\) noise attenuation is derived in terms of linear matrix inequalities, so a robust \(H_{\infty }\) filter can be obtained by solving a convex optimization problem. Finally, some examples are provided to illustrate the effectiveness of the proposed methodology.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Agathoklis, P. (1988). The Lyapunov equation for n-dimensional discrete systems. IEEE Transactions on Circuits and Systems, 35, 448–451.
Anderson, B. D. O., & Moore, J. B. (1979). Optimal filtering. Englewood Cliffs, NJ: Prentice-Hall.
Bachelier, O., Paszke, W., & Mehdi, D. (2008). On the Kalman-Yakubovich-Popov lemma and the multidimensional models. Multidimensional Systems and Signal Processing, 19, 425–447.
Benzaouia, A., Benhayoun, M., & Tadeo, F. (2011). State feedback stabilization of 2-D continuous systems with delays. International Journal of Innovative Computing, Information and Control, 7(2), 977–988.
Chen, S. F., & Fong, I. K. (2006). Robust filtering for 2-D state-delayed systems with NFT uncertainties. IEEE Transactions on Signal Processing, 54, 274–285.
Chen, S. F., & Fong, I. K. (2007). Delay-dependent robust \(H_{\infty }\) filtering for uncertain 2-D state-delayed systems. Signal Processing, 87, 2659–2672.
Chen, S. F. (2010). Delay-dependent stability for 2D systems with time-varying delay subject to state saturation in the Roesser model. Applied Mathematics and Computation, 216, 2613–2622.
Dymkou, S., Rogers, E., Dymkov, M., & Galkowski, K. (2008). Constrained optimal control theory for differential linear repetitive processes. SIAM Journal of Control and Optimization, 47(1), 396–420.
El-Kasri, C., Hmamed, A., Alvarez, T., & Tadeo, F. (2012). Robust \(H_{\infty }\) filtering of 2D Roesser discrete systems: A polynomial approach. Mathematical Problems in Engineering, 2012, 1–15.
El-Kasri, C., Hmamed, A., Alvarez, T., & Tadeo, F. (2012b). Uncertain 2D continuous systems with state delay: Filter design using an \(H_{\infty }\) polynomial approach. International Journal of Computer Applications, 44(18), 13–21.
Feng, G. (2005). Robust filtering design for piecewise discrete time linear systems. IEEE Transactions on Signal Processing, 53(2), 599–605.
Feng, Z.-Y., Wu, Q., & Xu, L. (2012). \(H_{\infty }\) control of linear multidimensional discrete systems. Multidimensional Systems and Signal Processing, 23(3), 381–411.
Gao, H., & Li, X. (2011). \(H_{\infty }\) filtering for discrete-time state-delayed systems With finite frequency specifications. IEEE Transactions on Automatic Control, 56(12), 2935–2941.
Gao, C. Y., Duan, G. R., & Meng, X. Y. (2008). Robust \(H_{\infty }\) filter design for 2D discrete systems in Roesser model. International Journal of Automation and Computing, 5(4), 413–418.
Gao, H., & Wang, C. (2004). A delay dependent approach to robust \(H_{\infty }\) filtering for uncertain discrete-time state-delayed system. IEEE Transactions on Signal Processing, 52(6), 1631–1640.
Gao, H., Lam, J., Xie, L., & Wang, C. (2005). New approach to mixed \(H_{2}/H_{\infty }\) filtering for polytopic discrete-time systems. IEEE Transactions on Signal Processing, 53, 3183–3192.
Geromel, J. C., de Oliveira, M. C., & Bernussou, J. (2002). Robust filtering of discrete-time linear systems with parameter dependent Lyapunov functions. SIAM Journal of Control and Optimization, 41, 700–711.
Ghamgui, M., Yeganetar, N., Bachelier, O., & Mehdi, D. (2012). Stability and stabilization of 2D continuous time varying delay systems. International Journal of Sciences and Techniques of Automatic Control & Computer Engineering, 6(1), 1734–1745.
He, Y., Wang, Q., & Lin, C. (2006). An improved \(H_{\infty }\) filter design for systems with time-varying interval delay. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 53(11), 1235–1239.
Hmamed, A., El-Kasri, C., Tissir, E. H., Alvarez, T., & Tadeo, F. (2013). Robust \(H_{\infty }\) filtering for uncertain 2-D continuous systems with delays. International Journal of Innovative Computing, Information and Control, 9(5), 2167–2183.
Idczak, D., & Majewski, M. (2012). Existence of optimal solutions of two-directionally continuous linear repetitive processes. Multidimensional Systems and Signal Processing, 23(1–2), 155–162.
Klamka, J. (1997a). Controllability of infinite-dimensional 2-D linear systems. Advances in Systems Science and Applications, 1(1), 537–543.
Klamka, J. (1997b). Controllability of nonlinear 2-D systems. Nonlinear Analysis, Theory, Methods and Applications, 30(5), 2963–2968.
Li, X., & Gao, H. (2011). A delay-dependent approach to robust generalized \(H_{2}\) filtering for uncertain continuous-time systems with interval delay. Signal Processing, 91, 2371–2378.
Li, X., Gao, H., & Wang, C. (2012). Generalized Kalman-Yakubovich-Popov lemma for 2-D FM LSS model. IEEE Transactions on Automatic Control, 57(12), 3090–3103.
Li, X., & Gao, H. (2012). Robust finite frequency \(H_{\infty }\) filtering for uncertain 2-D Roesser systems. Automatica, 48, 1163–1170.
Lin, Z. (1998). Feedback stabilizability of MIMO \(n\)-D linear systems. Multidimensional Systems and Signal Processing, 9, 149–172.
Ming, X. J., & Li, Y. (2008). \(H_{\infty }\) control for 2-D discrete state delayed systems in the second FM model. Acta Automatica Sinica, 34(7), 809–813.
Palhares, R. M., Souza, C. E. D., & Peres, P. L. D. (2001). Robust \(H_{\infty }\) filtering for uncertain discrete-time state-delayed systems. IEEE Transactions on Signal Processing, 49, 1696–1703.
Paszke, W., Lam, J., Galkowski, K., Xu, S., & Lin, Z. (2004). Robust stability and stabilization of 2-D discrete state-delayed systems. Systems & Control Letters, 51, 277–291.
Sun, K., Chen, J., Liu, G. P., & Rees, D. (2009). Delay-dependent Robust \(H_{\infty }\) filter design for uncertain linear systems with time-varying delay. Circuits, Systems & Signal Processing, 28, 763–779.
Sun, K., & Packard, A. (2005). Robust \(H_{2}\) and \(H_{\infty }\) filters for uncertain LFT systems. IEEE Transactions on Automatic Control, 50, 715–720.
Xu, H., & Zou, Y. (2010). Robust \(H_{\infty }\) filtering for uncertain two-dimensional discrete systems with state-varying delays. International Journal of Control, Automation, and Systems, 8(4), 720–726.
Xu, S., Lam, J., Zou, Y., Lin, Z., & Paszke, W. (2005). Robust \(H_{\infty }\) filtering for uncertain 2-D continuous systems. IEEE Transactions on Signal Processing, 53, 1731–1738.
Yao, J., Wang, W. Q., & Zou, Y. (2013). The delay-range-dependent robust stability analysis for 2-D state-delayed systems with uncertainty. Multidimensional Systems and Signal Processing, 24(1), 87–103.
Yang, R., Xie, L., & Zhang, C. (2008). Generalized two-dimensional Kalman-Yakubovich-Popov lemma for discrete Roesser model. IEEE Transactions on Circuits and Systems I, 55(10), 3223–3233.
Author information
Authors and Affiliations
Corresponding author
Additional information
This work is funded by AECI AP/034911/11 and MiCInn DPI2010-21589-c05.
Rights and permissions
About this article
Cite this article
El-Kasri, C., Hmamed, A., Tissir, E.H. et al. Robust \(H_{\infty }\) filtering for uncertain two-dimensional continuous systems with time-varying delays. Multidim Syst Sign Process 24, 685–706 (2013). https://doi.org/10.1007/s11045-013-0242-7
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11045-013-0242-7