×

Robust stabilization of polytopic discrete-time systems with time-varying state delay: a convex approach. (English) Zbl 1227.93106

Summary: Convex conditions, expressed as Linear Matrix Inequalities (LMIs), for stability analysis and robust design of uncertain discrete-time systems with time-varying delay are presented in this paper. Delay-dependent and delay-independent convex conditions are given. This paper is particularly devoted to the synthesis case where convex conditions are proposed to consider maximum allowed delay interval. It is also presented some relaxed LMIs that yield less conservative conditions at the expense of increasing the computational burden. Extensions to cope with decentralized control and output feedback control are discussed. Numerical examples, including real world motivated models, are presented to illustrate the effectiveness of the proposed approach.

MSC:

93D21 Adaptive or robust stabilization
93D09 Robust stability
93C55 Discrete-time control/observation systems
Full Text: DOI

References:

[1] J. An, G. Wen, N. Gan, R. Li, A delay-derivative-dependent approach to robust \(\mathcal{H}_\infty\) http://dx.doi.org/10.1016/j.jfranklin.2010.11.001; J. An, G. Wen, N. Gan, R. Li, A delay-derivative-dependent approach to robust \(\mathcal{H}_\infty\) http://dx.doi.org/10.1016/j.jfranklin.2010.11.001 · Zbl 1214.93041
[2] S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory, SIAM Studies in Applied Mathematics, Philadelphia, PA, 1994.; S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory, SIAM Studies in Applied Mathematics, Philadelphia, PA, 1994. · Zbl 0816.93004
[3] Chen, W. H.; Guan, Z. H.; Lu, X., Delay-dependent guaranteed cost control for uncertain discrete-time systems with both state and input delays, Journal of The Franklin Institute, 341, 5, 419-430 (2004) · Zbl 1055.93054
[4] Chu, J., Application of a discrete optimal tracking controller to an industrial electric heater with pure delays, Journal of Process Control, 5, 1, 3-8 (1995)
[5] E.J. Davison, Benchmark problems for control system design, International Federation of Automatic Control, May 1990.; E.J. Davison, Benchmark problems for control system design, International Federation of Automatic Control, May 1990.
[6] M.C. de Oliveira, R.E. Skelton, Stability tests for constrained linear systems, in: S.O. Reza Moheimani (Ed.), Perspectives in Robust Control, Lecture Notes in Control and Information Science, vol. 268, Springer-Verlag, New York, 2001, pp. 241-257.; M.C. de Oliveira, R.E. Skelton, Stability tests for constrained linear systems, in: S.O. Reza Moheimani (Ed.), Perspectives in Robust Control, Lecture Notes in Control and Information Science, vol. 268, Springer-Verlag, New York, 2001, pp. 241-257. · Zbl 0997.93086
[7] Du, D.; Jiang, B.; Shi, P.; Zhou, S., \(H_\infty\) filtering of discrete-time switched systems with state delays via switched Lyapunov function approach, IEEE Transactions on Automatic Control, 52, 8, 1520-1525 (2007) · Zbl 1366.93652
[8] Eriksson, L.; Oksanen, T.; Mikkola, K., PID controller tuning rules for integrating processes with varying time-delays, Journal of The Franklin Institute, 346, 5, 470-487 (2009) · Zbl 1167.93342
[9] Fridman, E.; Shaked, U., Stability and guaranteed cost control of uncertain discrete delay system, International Journal of Control, 78, 4, 235-246 (2005) · Zbl 1083.93045
[10] Gao, H.; Chen, T., New results on stability of discrete-time systems with time-varying state delay, IEEE Transactions on Automatic Control, 52, 2, 328-334 (2007) · Zbl 1366.39011
[11] Gao, H.; Lam, J.; Wang, C.; Wang, Y., Delay-dependent robust output feedback stabilisation of discrete-time systems with time-varying state delay, IEE Proceedings—Control Theory and Applications, 151, 6, 691-698 (2004)
[12] He, Y.; Wu, M.; Liu, G.-P.; She, J.-H., Output feedback stabilization for a discrete-time system with a time-varying delay, IEEE Transactions on Automatic Control, 53, 11, 2372-2377 (2008) · Zbl 1367.93507
[13] Hetel, L.; Daafouz, J.; Iung, C., Equivalence between the Lyapunov-Krasovskii functionals approach for discrete delay systems and that of the stability conditions for switched systems, Nonlinear Analysis: Hybrid Systems, 2, 697-705 (2008) · Zbl 1215.93132
[14] Ibrir, S., Stability and robust stabilization of discrete-time switched systems with time-delays: LMI approach, Applied Mathematics and Computation, 206, 570-578 (2008) · Zbl 1152.93493
[15] Kandanvli, V. K.R.; Kar, H., Robust stability of discrete-time state-delayed systems with saturation nonlinearities: linear matrix inequality approach, Signal Processing, 89, 161-173 (2009) · Zbl 1155.94325
[16] Kapila, V.; Haddad, W. M., Memoryless \(H_\infty\) controllers for discrete-time systems with time delay, Automatica, 34, 9, 1141-1144 (1998) · Zbl 0934.93023
[17] Kolmanovskii, V.; Myshkis, A., Introduction to the Theory and Applications of Functional Differential Equations. Mathematics and its Applications (1999), Kluwer Academic Publishers · Zbl 0917.34001
[18] Lee, S. M.; Park, J. H., Delay-dependent criteria for absolute stability of uncertain time-delayed Lur’e dynamical systems, Journal of The Franklin Institute, 347, 1, 146-153 (2010) · Zbl 1298.93256
[19] V.J.S. Leite, E.B. Castelan, M.F. Miranda, D.C. Viana, Dynamic output compensator design for time-varying discrete time systems with delayed states, in: Proceedings of the 2010 American Control Conference, Baltimore, MD, USA, June-July 2010, pp. 5775-5780.; V.J.S. Leite, E.B. Castelan, M.F. Miranda, D.C. Viana, Dynamic output compensator design for time-varying discrete time systems with delayed states, in: Proceedings of the 2010 American Control Conference, Baltimore, MD, USA, June-July 2010, pp. 5775-5780.
[20] V.J.S. Leite, M.F. Miranda, Robust stabilization of discrete-time systems with time-varying delay: an LMI approach, Mathematical Problems in Engineering (2008) Article ID 875609, 15 pp.; V.J.S. Leite, M.F. Miranda, Robust stabilization of discrete-time systems with time-varying delay: an LMI approach, Mathematical Problems in Engineering (2008) Article ID 875609, 15 pp. · Zbl 1151.93425
[21] Leite, V. J.S.; Peres, P. L.D., An improved LMI condition for robust \(D \text{-stability}\) of uncertain polytopic systems, IEEE Transactions on Automatic Control, 48, 3, 500-504 (2003) · Zbl 1364.93598
[22] Leite, V. S.J.; Tarbouriech, S.; Peres, P. L.D., Robust \(H_\infty\) state feedback control of discrete-time systems with state delay: an LMI approach, IMA Journal of Mathematical Control and Information, 26, August, 357-373 (2009) · Zbl 1179.93091
[23] Liu, C.; Zhang, Q.; Duan, X., Dynamical behavior in a harvested differential-algebraic prey-predator model with discrete time delay and stage structure, Journal of The Franklin Institute, 346, 10, 1038-1059 (2009) · Zbl 1185.49043
[24] X.G. Liu, R.R. Martin, M. Wu, M.L. Tang, Delay-dependent robust stabilisation of discrete-time systems with time-varying delay, IEE Proceedings—Control Theory and Applications 153 (6) (2006) 689-702.; X.G. Liu, R.R. Martin, M. Wu, M.L. Tang, Delay-dependent robust stabilisation of discrete-time systems with time-varying delay, IEE Proceedings—Control Theory and Applications 153 (6) (2006) 689-702.
[25] J. Löfberg, Yalmip: a toolbox for modeling and optimization in MATLAB. in: Proceedings of the CACSD Conference, Taipei, Taiwan, 2004.; J. Löfberg, Yalmip: a toolbox for modeling and optimization in MATLAB. in: Proceedings of the CACSD Conference, Taipei, Taiwan, 2004.
[26] Ma, S.; Zhang, C.; Cheng, Z., Delay-dependent robust \(H_\infty\) control for uncertain discrete-time singular systems with time-delays, Journal of Computational and Applied Mathematics, 217, 194-211 (2008) · Zbl 1142.93011
[27] Mahmoud, M. S.; Shi, Y.; Al-Sunni, F. M., Dissipativity analysis and synthesis of a class of nonlinear systems with time-varying delays, Journal of The Franklin Institute, 346, 6, 570-592 (2009) · Zbl 1169.93012
[28] M.F. Miranda, V.J.S. Leite, A.F. Caldeira, Robust stabilization of polytopic discrete-time systems with time-varying delay in the states, in: Proceedings of the 49th IEEE Conference on Decision and Control, Atlanta, GA, December 2010, pp. 152-157.; M.F. Miranda, V.J.S. Leite, A.F. Caldeira, Robust stabilization of polytopic discrete-time systems with time-varying delay in the states, in: Proceedings of the 49th IEEE Conference on Decision and Control, Atlanta, GA, December 2010, pp. 152-157.
[29] S.-I. Niculescu, Delay Effects on Stability: A Robust Control Approach, Lecture Notes in Control and Information Sciences, vol. 269, Springer-Verlag, London, 2001.; S.-I. Niculescu, Delay Effects on Stability: A Robust Control Approach, Lecture Notes in Control and Information Sciences, vol. 269, Springer-Verlag, London, 2001. · Zbl 0997.93001
[30] Oliveira, R. C.L. F.; Peres, P. L.D., LMI conditions for robust stability analysis based on polynomially parameter-dependent Lyapunov functions, Systems & Control Letters, 55, 1, 52-61 (2006) · Zbl 1129.93485
[31] P.L.D. Peres, S. Tarbouriech, G. Garcia, V.J.S. Leite, Robust stability of time-delay continuous-time systems in polytopic domains, in: Proceedings of the 2003 European Control Conference, Cambridge, UK, September 2003.; P.L.D. Peres, S. Tarbouriech, G. Garcia, V.J.S. Leite, Robust stability of time-delay continuous-time systems in polytopic domains, in: Proceedings of the 2003 European Control Conference, Cambridge, UK, September 2003.
[32] J.F. Sturm, Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones. Optimization Methods and Software, \(11-12 (1999) 625-653 \langle\) http://sedumi.mcmaster.ca/\( \rangle \); J.F. Sturm, Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones. Optimization Methods and Software, \(11-12 (1999) 625-653 \langle\) http://sedumi.mcmaster.ca/\( \rangle \) · Zbl 0973.90526
[33] Tarbouriech, S.; Gomes da Silva, J. M.; Garcia, G., Delay-dependent anti-windup strategy for linear systems with saturating inputs and delayed outputs, International Journal of Robust and Nonlinear Control, 14, 665-682 (2004) · Zbl 1057.93021
[34] D.C. Viana, V.J.S. Leite, E.B. Castelan, M.F. Miranda, Dynamic output compensator design for time-varying discrete time systems with delayed states, in: Proceedings of the 2010 American Control Conference, Baltimore, MD, June-July 2010, pp. 5775-5780.; D.C. Viana, V.J.S. Leite, E.B. Castelan, M.F. Miranda, Dynamic output compensator design for time-varying discrete time systems with delayed states, in: Proceedings of the 2010 American Control Conference, Baltimore, MD, June-July 2010, pp. 5775-5780.
[35] Wu, M.; He, Y.; She, J.-H.; Liu, G.-P., Delay-dependent criteria for robust stability of time-varying delay system, Automatica, 40, 8, 1435-1439 (2004) · Zbl 1059.93108
[36] Xia, Y.; Zhu, Z.; Li, C.; Yang, H.; Zhu, Q., Robust adaptive sliding mode control for uncertain discrete-time systems with time delay, Journal of The Franklin Institute, 347, 1, 339-357 (2010) · Zbl 1298.93112
[37] Xu, J.; Yu, L., Delay-dependent guaranteed cost control for uncertain 2-D discrete systems with state delay in the FM second model, Journal of The Franklin Institute, 346, 2, 159-174 (2009) · Zbl 1160.93383
[38] Xu, S.; Lam, J.; Mao, X., Delay-dependent \(H_\infty\) control and filtering for uncertain Markovian jump systems with time-varying delays, IEEE Transactions on Circuits and Systems Part I: Fundamental Theory and Applications, 54, 9, 2070-2077 (2007) · Zbl 1374.93134
[39] Yu, L.; Gao, F., Optimal guaranteed cost control of discrete-time uncertain systems with both state and input delays, Journal of The Franklin Institute, 338, 1, 101-110 (2001) · Zbl 0998.93512
[40] Zhang, H.; Xie, L.; Duan, D. G., \(H_\infty\) control of discrete-time systems with multiple input delays, IEEE Transactions on Automatic Control, 52, 2, 271-283 (2007) · Zbl 1366.93170
[41] Zhang, H.; Yan, H.; Chen, Q., Stability and dissipative analysis for a class of stochastic system with time-delay, Journal of The Franklin Institute, 347, 5, 882-893 (2010) · Zbl 1286.93196
[42] W.-A. Zhang, L. Yu, S. Yin, A switched system approach to \(\mathcal{H}_\infty\) http://dx.doi.org/10.1016/j.jfranklin.2010.10.013; W.-A. Zhang, L. Yu, S. Yin, A switched system approach to \(\mathcal{H}_\infty\) http://dx.doi.org/10.1016/j.jfranklin.2010.10.013 · Zbl 1214.93044
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.