Abstract
This paper is concerned with stability analysis and stabilization problems for two-dimensional (2D) discrete switched systems represented by a model of Roesser type. First, sufficient conditions for the exponential stability of the 2D discrete switched system are derived via the average dwell time approach. Then, based on this result, a state feedback controller is designed to achieve the exponential stability of the corresponding closed-loop system. All the results are presented in linear matrix inequalities (LMIs) form. A numerical example is given to illustrate the effectiveness of the proposed method.
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B. Anderson, P. Agathoklis, E.I. Jury, M. Mansour, Stability and the matrix Lyapunov equation for discrete 2-dimensional systems. IEEE Trans. Circuits Syst. 33(3), 261–267 (1986)
A. Benzaouia, A. Hmamed, F. Tadeo, Stability conditions for discrete 2D switching systems, based on a multiple Lyapunov function, in European Control Conference, August, Budapest, Hungary (2009), pp. 23–26
A. Benzaouia, A. Hmamed, F. Tadeo, A.E. Hajjaji, Stabilisation of discrete 2D time switching systems by state feedback control. Int. J. Syst. Sci. 42(3), 479–487 (2011)
J. Bochniak, K. Galkowski, E. Rogers, Multi-machine operations modelled and controlled as switched linear repetitive processes. Int. J. Control 81(10), 1549–1567 (2008)
J. Bochniak, K. Galkowski, E. Rogers, D. Mehdi, O. Kummert, A. Bachelier, Stabilization of discrete linear repetitive processes with switched dynamics. Multidimens. Syst. Signal Process. 17(2/3), 271–295 (2006)
S.P. Boyd, L.E. Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory (SIAM, Philadelphia, 1994)
M.S. Branicky, Multiple Lyapunov functions and other analysis tools for switched and hybrid systems. IEEE Trans. Autom. Control 43(4), 186–200 (1998)
S.F. Chen, Stability analysis for 2-D systems with interval time-varying delays and saturation nonlinearities. IEEE Trans. Signal Process. 90(7), 2265–2275 (2010)
C. Du, L. Xie, Control and Filtering of Two-Dimensional Systems (Springer, Berlin, 2002)
E. Fornasini, G. Marchesini, Stability analysis of 2-D systems. IEEE Trans. Circuits Syst. 33(3), 1210–1217 (1986)
K. Galkowski, E. Rogers, S. Xu, J. Lam, D.H. Owens, LMIs-a fundamental tool in analysis and controller design for discrete linear repetitive processes. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 49(6), 768–778 (2002)
J.P. Hespanha, A.S. Morse, Stability of switched systems with average dwell time, in Proceedings of the 38th IEEE Conference on Decision and Control (1999), pp. 2655–2660
K. Hu, J. Yuan, Improved robust H ∞ filtering for uncertain discrete-time switched systems. IET Control Theory Appl. 3(3), 315–324 (2009)
J. Lodge, M. Fahmy, Stability and overflow oscillations in 2-D state-space digital filters. IEEE Trans. Acoust. Speech Signal Process. 29(6), 1161–1171 (1981)
W.S. Lu, Two-Dimensional Digital Filters (Marcel Dekker, New York, 1992)
W.S. Lu, E. Lee, Stability analysis for two-dimensional systems via a Lyapunov approach. IEEE Trans. Circuits Syst. 32(1), 61–68 (1985)
T. Kaczorek, New stability tests of positive standard and fractional linear systems. Circuits Syst. 2(4), 261–268 (2011)
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. Klamka, Controllability of infinite-dimensional 2-D linear systems. Adv. Syst. Sci. Appl. 1(1), 537–543 (1997)
J. Klamka, Controllability of 2-D nonlinear systems. Nonlinear Anal. 30(5), 2963–2968 (1997)
J. Klamka, Controllability of 2-D systems: a survey. Appl. Math. Comput. Sci. 7(4), 101–120 (1997)
J. Klamka, Constrained controllability of positive 2-D systems. Bull. Pol. Acad. Sci., Tech. Sci. 46(1), 95–104 (1998)
J. Klamka, Controllability of 2-D continuous-discrete systems with delays in control. Bull. Pol. Acad. Sci., Tech. Sci. 46(3), 363–373 (1998)
P. Peleties, R.A. DeCarlo, Asymptotic stability of m-switched systems using Lyapunov functions, in Proceedings of the 31th IEEE Conference on Decision and Control, (1992), pp. 3438–3439
E. Rogers, K. Galkowski, D.H. Owens, Control Systems Theory and Applications for Linear Repetitive Processes. LNCIS, vol. 349 (Springer, Berlin, 2007)
Y.G. Sun, L. Wang, G. Xie, Delay-dependent robust stability and stabilization for discrete-time switched systems with mode-dependent time-varying delays. Appl. Math. Comput. 180(2), 428–435 (2006)
Y.G. Sun, L. Wang, G. Xie, Delay-dependent robust stability and H ∞ control for uncertain discrete-time switched systems with mode-dependent time delays. Appl. Math. Comput. 187(2), 1228–1237 (2007)
M.E. Valcher, On the internal stability and asymptotic behavior of 2D positive systems. IEEE Trans. Circuits Syst. 44(7), 602–613 (1997)
Y.J. Wang, Z.X. Yao, Z.Q. Zuo, H.M. Zhao, Delay-dependent robust H ∞ control for a class of switched systems with time delay, in IEEE International Symposium on Intelligent Control (2008), pp. 882–887
H. Xu, X. Liu, K.L. Teo, A LMI approach to stability analysis and synthesis of impulsive switched systems with time delays. Nonlinear Anal. Hybrid Syst. 2(1), 38–50 (2008)
S. Ye, W. Wang, Stability analysis and stabilisation for a class of 2-D nonlinear discrete systems. Int. J. Syst. Sci. 42(5), 839–851 (2011)
G. Zhai, B. Hu, K. Yasuda, A.N. Michel, Stability analysis of switched systems with stable and unstable subsystems: an average dwell time approach, in Proceedings of the American Control Conference (2000), pp. 200–204
Acknowledgements
The authors would like to thank the editor and anonymous reviewers for their valuable comments which helped to significantly improve the quality and presentation of this paper.
This work was supported by the National Natural Science Foundation of China under Grant No. 60974027 and NUST Research Funding (2011YBXM26).
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Xiang, Z., Huang, S. Stability Analysis and Stabilization of Discrete-Time 2D Switched Systems. Circuits Syst Signal Process 32, 401–414 (2013). https://doi.org/10.1007/s00034-012-9464-4
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DOI: https://doi.org/10.1007/s00034-012-9464-4