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Stability of Markovian Jump Systems over Networks via Delta Operator Approach

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Abstract

This paper investigates the problem of stability for a class of linear uncertain Markovian jump systems over networks via the delta operator approach. The sensor-to-controller random network-induced delay and arbitrary packet losses are considered for mode-dependent time delays. That is, a Markov process is used to model the time-varying delays which are dependent on the system mode. Based on the Lyapunov–Krasovskii functional in the delta domain, a new sufficient condition for the solvability of the stability problem is presented in terms of linear matrix inequalities. A numerical example is given to illustrate the effectiveness of the techniques developed.

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References

  1. S. Chen, J. Wu, R.H. Istepanian, J. Chu, J.F. Whidborne, Optimising stability bounds of finite-precision controller structures for sampled-data systems in the δ-operator domain. IEE Proc., Control Theory Appl. 146(6), 517–526 (1999)

    Article  Google Scholar 

  2. H. Gao, T. Chen, Network-based H output tracking control. IEEE Trans. Autom. Control 53(3), 655–667 (2008)

    Article  MathSciNet  Google Scholar 

  3. H. Gao, X. Meng, T. Chen, Stabilization of networked control systems with a new delay characterization. IEEE Trans. Autom. Control 53(9), 2142–2148 (2008)

    Article  MathSciNet  Google Scholar 

  4. G.C. Goodwin, R. Lozano Leal, D.Q. Mayne, R.H. Middleton, Rapprochement between continuous and discrete model reference adaptive control. Automatica 22(2), 199–207 (1986)

    Article  MATH  Google Scholar 

  5. S. Hu, W. Yan, Stability of networked control systems under a multiple-packet transmission policy. IEEE Trans. Autom. Control 53(7), 1706–1711 (2008)

    Article  MathSciNet  Google Scholar 

  6. L. Hu, P. Shi, P.M. Frank, Robust sampled-data control for Markovian jump linear systems. Automatica 42(11), 2025–2030 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  7. D. Huang, S.K. Nguang, State feedback control of uncertain networked control systems with random time delays. IEEE Trans. Autom. Control 53(3), 829–834 (2008)

    Article  MathSciNet  Google Scholar 

  8. C. Huang, Y. Bai, X. Liu, Robust H output feedback control for a class of networked cascade control systems with uncertain delays. ICIC Express Lett. 4(1), 231–238 (2010)

    Google Scholar 

  9. D. Janecki, Model reference adaptive control using the delta operator. IEEE Trans. Autom. Control 33(8), 771–775 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  10. X. Jiang, Q. Han, X. Yu, Stability criteria for linear discrete-time systems with interval-like time-varying delay, in American Control Conference (2005)

    Google Scholar 

  11. H.J. Lee, J.B. Park, Y.H. Joo, Further refinement on LMI-based digital redesign: delta-operator approach. IEEE Trans. Circuits Syst. II, Express Briefs 53(6), 473–447 (2006)

    Article  Google Scholar 

  12. G. Li, M. Gevers, Comparative study of finite wordlength effects in shift and delta operator parameterizations. IEEE Trans. Autom. Control 38(5), 803–807 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  13. M. Liu, D.W. Ho, Y. Niu, Stabilization of Markovian jump linear system over networks with random communication delay. Automatica 45(2), 416–421 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  14. X. Liu, Y. Xia, M.S. Mahmoud, Z. Deng, Modeling and stabilization of MIMO networked control systems with network constraints. Int. J. Innov. Comput., Inf. Control 6(10), 4409–4420 (2010)

    Google Scholar 

  15. D. Martin, R. Toro, R. Haber, J. Dorronsoro, Optimal tuning of a networked linear controller using a multi-objective genetic algorithm and its application to one complex electromechanical process. Int. J. Innov. Comput., Inf. Control 5(10(B)), 3405–3414 (2009)

    Google Scholar 

  16. R. Middleton, G. Goodwin, Improved finite word length characteristics in digital control using delta operators. IEEE Trans. Autom. Control 31(11), 1015–1021 (1986)

    Article  MATH  Google Scholar 

  17. C.P. Neuman, Properties of the delta operator model of dynamic physical systems. IEEE Trans. Syst. Man Cybern. 23(1), 296–301 (1993)

    Article  MATH  Google Scholar 

  18. C.P. Neuman, Transformations between delta and forward shift operator transfer function models. IEEE Trans. Syst. Man Cybern. 23(1), 295–296 (1993)

    Article  Google Scholar 

  19. K. Premaratne, R. Salvi, N.R. Habib, J.P. LeGall, Delta-operator formulated discrete-time approximations of continuous-time systems. IEEE Trans. Autom. Control 39(3), 581–585 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  20. J. Qiu, Y. Xia, H. Yang, J. Zhang, Robust stabilisation for a class of discrete-time systems with time-varying delays via delta operators. IEE Control Theory Appl. 2(1), 87–93 (2008)

    Article  MathSciNet  Google Scholar 

  21. P. Seiler, R. Sengupta, An H approach to networked control. IEEE Trans. Autom. Control 50(3), 356–364 (2005)

    Article  MathSciNet  Google Scholar 

  22. P. Shi, E. Boukas, R.K. Agarwal, Control of Markovian jump discrete-time systems with norm bounded uncertainty and unknown delay. IEEE Trans. Autom. Control 44(11), 2139–2144 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  23. P. Shi, Y. Xia, G.P. Liu, D. Rees, On designing of sliding-mode control for stochastic jump systems. IEEE Trans. Autom. Control 51(1), 97–103 (2006)

    Article  MathSciNet  Google Scholar 

  24. C.R. Soh, Robust stability of discrete-time systems using delta operators. IEEE Trans. Autom. Control 36(3), 377–380 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  25. M. Tadjine, M. M’Saad, L. Dugard, Discrete-time compensators with loop transfer recovery. IEEE Trans. Autom. Control 39(6), 1259–1262 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  26. L. Wu, D.W. Ho, Sliding mode control of singular stochastic hybrid systems. Automatica 64(4), 779–783 (2010)

    Article  Google Scholar 

  27. L. Wu, P. Shi, H. Gao, C. Wang, H filtering for 2-D Markovian jump systems. Automatica 44(7), 1849–1858 (2009)

    Article  MathSciNet  Google Scholar 

  28. Y. Xia, M. Fu, H. Yang, G. Liu, Robust sliding mode control for uncertain time-delay systems based on delta operator. IEEE Trans. Ind. Electron. 56(9), 3646–3655 (2009)

    Article  Google Scholar 

  29. Y. Xia, Z. Zhu, M.S. Mahmoud, H 2 control for networked control systems with Markovian data losses and delays. ICIC Express Lett. 3(3(A)), 271–276 (2009)

    Google Scholar 

  30. L. Xie, Output feedback H control of systems with parameter uncertainty. Int. J. Control 63(4), 741–750 (1996)

    Article  MATH  Google Scholar 

  31. J. Xiong, J. Lam, Stabilization of discrete-time Markovian jump linear systems via time-delayed controllers. Automatica 42(5), 747–753 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  32. D. Yue, Q.L. Han, J. Lam, Network-based robust H control of systems with uncertainty. Automatica 41(6), 999–1007 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  33. L. Zhang, E.K. Boukas, Stability and stabilization of Markovian jump linear systems with partly unknown transition probabilities. Automatica 45(2), 463–468 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  34. L. Zhang, Y. Shi, T. Chen, B. Huang, A new method for stabilization of networked control systems with random delays. IEEE Trans. Autom. Control 50(8), 1177–1181 (2005)

    Article  MathSciNet  Google Scholar 

  35. L. Zhang, E.K. Boukas, A. Haidar, Delay-range-dependent control synthesis for time-delay systems with actuator saturation. Automatica 44(10), 2691–2695 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  36. L. Zhang, E.K. Boukas, J. Lam, Analysis and synthesis of Markov jump linear systems with time-varying delays and partially known transition probabilities. IEEE Trans. Autom. Control 53(10), 2458–2464 (2008)

    Article  MathSciNet  Google Scholar 

  37. Q. Zhong, On distributed delay in linear control laws-part II: rational implementations inspired from the δ-operator. IEEE Trans. Autom. Control 50(5), 729–734 (2005)

    Article  Google Scholar 

  38. X. Zhu, C. Hua, S. Wang, State feedback controller design of networked control systems with time delay in the plant. Int. J. Innov. Comput., Inf. Control 4(2), 283–290 (2008)

    Google Scholar 

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Correspondence to Yuanqing Xia.

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Yang, H., Xia, Y., Shi, P. et al. Stability of Markovian Jump Systems over Networks via Delta Operator Approach. Circuits Syst Signal Process 31, 107–125 (2012). https://doi.org/10.1007/s00034-010-9263-8

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  • DOI: https://doi.org/10.1007/s00034-010-9263-8

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