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Robust predictive tracking control of networked control systems with time-varying delays and data dropouts

Robust predictive tracking control of networked control systems with time-varying delays and data dropouts

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This study deals with a robust trajectory tracking control problem of discrete-time networked control systems. The systems have time-varying interval-bounded uncertainties, random network-induced delays and data dropouts in both sensor-to-controller channel and controller-to-buffer/actuator channel. A dynamic predictive feedback linearisation controller is proposed so that the system dynamics and delays caused by networked communication time and data dropouts are compensated, and the system output can perfectly track the reference trajectory when uncertainties are absent. Tracking errors caused by the time-varying parameter uncertainties are suppressed in the H sense. Finally, the proposed method is illustrated by two numerical examples which show the application procedure and effectiveness of the proposed control scheme.

References

    1. 1)
      • 1. Zhang, W., Branicky, M.S., Philips, S.M.: ‘Stability of networked control systems’, IEEE Control Syst. Mag., 2001, 21, (1), pp. 8499 (doi: 10.1109/37.898794).
    2. 2)
      • 2. Liu, G.-P., Xia, Y., Chen, J., Rees, D., Hu, W.: ‘Networked predictive control of systems with random network delays in both forward and feedback channels’, IEEE Trans. Ind. Electron., 2007, 54, (3), pp. 12821297 (doi: 10.1109/TIE.2007.893073).
    3. 3)
      • 3. Yu, M., Wang, L., Chu, T., Xie, G.: ‘Stabilization of networked control systems with data packet dropout and network delays via switching system approach’. Proc. 43rd IEEE Conf. on Decision and Control, Atlantis, Paradise Island, Bahamas, December 2004, pp. 35393544.
    4. 4)
      • 4. Zhang, W.-A., Yu, L., Yin, S.: ‘A switched system approach to H control of networked control systems with time-varying delays’, J. Franklin Inst., 2011, 348, (2), pp. 165178 (doi: 10.1016/j.jfranklin.2010.10.013).
    5. 5)
      • 5. Dritsas, L., Tsoulkas, V.N., Pantelous, A.A., Tzes, A. : ‘Robust performance issues in tracking control over networks’. Proc. Int. Conf. on Intelligent Systems, Modelling and Simulation, Liverpool, UK, January 2010, pp. 264269.
    6. 6)
      • 6. Wu, D., Wu, J., Chen, S.: ‘Separation principle for networked control systems with multiple-packet transmission’, IET Control Theory Appl., 2011, 5, (3), pp. 507513 (doi: 10.1049/iet-cta.2009.0436).
    7. 7)
      • 7. Yang, T.C., Peng, C., Yue, D., Fei, M.R.: ‘New study of controller design for networked control systems’, IET Control Theory Appl., 2010, 4, (7), pp. 11091121 (doi: 10.1049/iet-cta.2008.0571).
    8. 8)
      • 8. Gao, H.J., Chen, T.W., Lam, J.: ‘A new delay system approach to network-based control’, Automatica, 2008, 44, (1), pp. 3952 (doi: 10.1016/j.automatica.2007.04.020).
    9. 9)
      • 9. Zhang, L., Shi, Y., Chen, T., Huang, B.: ‘A new method for stabilization of networked control systems with random delays’, IEEE Trans. Autom. Control, 2005, 50, (8), pp. 11771181 (doi: 10.1109/TAC.2005.852550).
    10. 10)
      • 10. Fang, X., Wang, J.: ‘Stochastic observer-based guaranteed cost control for networked control systems with packet dropouts’, IET Control Theory Appl., 2008, 2, (11), pp. 980989 (doi: 10.1049/iet-cta:20070379).
    11. 11)
      • 11. Hu, S., Zhu, Q.: ‘Stochastic optimal control and analysis of stability of networked control systems with long delay’, Automatica, 2003, 39, (11), pp. 18771884 (doi: 10.1016/S0005-1098(03)00196-1).
    12. 12)
      • 12. Pan, Y.-J., Marquez, H.J., Chen, T.: ‘Stabilization of remote control systems with unknown time varying delays by LMI techniques’, Int. J. Control, 2006, 79, (7), pp. 752763 (doi: 10.1080/00207170600654554).
    13. 13)
      • 13. Slotine, J.-J.E., Li, W.: ‘Applied nonlinear control’ (Prentice-Hall, London, UK, 1991).
    14. 14)
      • 14. Gao, H., Chen, T.: ‘Network-based H output tracking control’, IEEE Trans. Autom. Control, 2008, 53, (3), pp. 655667 (doi: 10.1109/TAC.2008.919850).
    15. 15)
      • 15. Park, B.S., Yoo, S.J., Park, J.B., Choi, Y.H.: ‘Adaptive output-feedback control for trajectory tracking of electrically driven non-holonomic mobile robots’, IET Control Theory Appl., 2011, 5, (6), pp. 830838 (doi: 10.1049/iet-cta.2010.0219).
    16. 16)
      • 16. Qu, Z., Dorsey, J.: ‘Robust tracking control of robots by a linear feedback law’, IEEE Trans. Autom. Control, 1991, 36, (9), pp. 10811084 (doi: 10.1109/9.83543).
    17. 17)
      • 17. Wang, Y.-L., Yang, G.-H.: ‘Output tracking control for networked control systems with time delay and packet dropout’, Int. J. Control, 2008, 81, (11), pp. 17091719 (doi: 10.1080/00207170701836944).
    18. 18)
      • 18. Figueredo, L.F.C., Ishihara, J.Y., Borges, G.A., Bauchspiess, A.: ‘Delay-dependent robust H output tracking control for uncertain networked control systems’. Proc. 18th Int. Federation of Automatic Control World Congress, Milano, Italy, August 2011, pp. 32563261.
    19. 19)
      • 19. Che, W.-W., Li, Y.-P.: ‘Quantized H tracking control of networked control systems with random packet dropout’. Proc. Chinese Control and Decision Conf., Mianyang, China, May 2011, pp. 43264331.
    20. 20)
      • 20. Li, J.-N., Yu, H.-B., Zhang, Q.-L., Dang, X.-D.: ‘Output tracking-based H control of networked control systems with packet disordering’. Proc. Eighth World Congress on Intelligent Control and Automation, Jinan, China, July 2010, pp. 43804385.
    21. 21)
      • 21. Wang, Y.-L., Yang, G.-H.: ‘Robust H model reference tracking control for networked control systems with communication constraints’, Int. J. Control Autom. Syst., 2009, 7, (6), pp. 9921000 (doi: 10.1007/s12555-009-0616-7).
    22. 22)
      • 22. Wang, Y.-L., Yang, G.-H.: ‘Output tracking control for discrete-time networked control systems’. Proc. 2009 American Control Conf., St. Louis, MO, USA, June 2009, pp. 51095114.
    23. 23)
      • 23. Xia, Y., Liu, G.-P., Fu, M., Rees, D.: ‘Predictive control of networked systems with random delay and data dropout’, IET Control Theory Appl., 2009, 3, (11), pp. 14761486 (doi: 10.1049/iet-cta.2008.0242).
    24. 24)
      • 24. Guo, Y., Li, S.: ‘A new networked predictive control approach for systems with random network delay in the forward channel’, Int. J. Syst. Sci., 2010, 41, (5), pp. 511520 (doi: 10.1080/00207720903072308).
    25. 25)
      • 25. Xia, Y., Li, L., Liu, G.-P., Shi, P.: ‘H predictive control of networked control systems’, Int. J. Control, 2011, 84, (6), pp. 10801097 (doi: 10.1080/00207179.2011.592219).
    26. 26)
      • 26. Liu, Y.-M., Fong, I.-K.: ‘Robust H tracking control of networked control systems with random delays and data dropouts’. Proc. Eighth Asian Control Conf., Kaohsiung, Taiwan, May 2011, pp. 143148.
    27. 27)
      • 27. Xie, L.: ‘Output feedback H control of systems with parameter uncertainty’, Int. J. Control, 1996, 63, (4), pp. 741750 (doi: 10.1080/00207179608921866).
    28. 28)
      • 28. Yuan, L., Achenie, L.E.K., Jiang, W.: ‘Robust H control for linear discrete-time systems with norm-bounded time-varying uncertainty’, Syst. Control Lett., 1996, 27, (4), pp. 199208 (doi: 10.1016/0167-6911(95)00049-6).
    29. 29)
      • 29. Kim, J.H., Park, H.B.: ‘H state feedback control for generalized continuous/ discrete time-delay system’, Automatica, 1999, 35, (8), pp. 14431451 (doi: 10.1016/S0005-1098(99)00038-2).
    30. 30)
      • 30. Bara, G.I., Boutayeb, M.: ‘Static output feedback stabilization with H performance for linear discrete-time systems’, IEEE Trans. Autom. Control, 2005, 52, (2), pp. 250254 (doi: 10.1109/TAC.2004.841922).
    31. 31)
      • 31. Du, X., Yang, G.-H.: ‘LMI conditions for H static output feedback control of discrete-time systems’. Proc. 47th IEEE Conf. on Decision and Control, Cancun, Mexico, December 2008, pp. 54505455.
    32. 32)
      • 32. Li, H., Sun, Z., Liu, H., Chow, M.-Y.: ‘Predictive observer-based control for networked control systems with network-induced delay and packet dropout’, Asian J. Control, 2008, 10, (6), pp. 638650 (doi: 10.1002/asjc.65).
    33. 33)
      • 33. Zhang, D., Han, Q.-L.: ‘Observer-based output tracking control for a class of linear networked control systems’. Proc. 2011 American Control Conf., San Francisco, CA, USA, July 2011, pp. 16561661.
    34. 34)
      • 34. Zhou, C., Du, M., Chen, Q.: ‘Co-design of dynamic scheduling and H-infinity control for networked control systems’, Appl. Math. Comput., 2012, 218, (21), pp. 1076710775 (doi: 10.1016/j.amc.2012.04.035).
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