Kybernetika 57 no. 1, 78-101, 2021

A tracking controller design with preview action for a class of nonlinear Lur'e systems with time-varying delays and external disturbances

Xiao Yu and Fucheng LiaoDOI: 10.14736/kyb-2021-1-0078

Abstract:

In this paper, the tracking control problem for a class of discrete-time nonlinear Lur'e systems with time-varying delays and external disturbances is studied via a preview control method. First, a novel translation approach is introduced to construct the augmented error system for Lur'e systems. The output tracking problem is thereby transformed into a guaranteed cost $H_\infty$ controller design problem. To produce an integral control action that can eliminate the static error, a discrete integrator is included. Next, a memory state feedback controller is developed, and the sufficient conditions for asymptotic stability and guaranteed cost $H_\infty$ performance of the closed-loop system are established by applying a suitable Lyapunov-Krasovskii functional and the linear matrix inequality (LMI) technique. Based on this, the tracking control scheme with preview action for the original system is presented. Finally, the effectiveness of our proposed control method is illustrated via a numerical example.

Keywords:

linear matrix inequality, tracking control, preview control, nonlinear Lur'e system

Classification:

93Cxx, 93Dxx

References:

  1. B. Açikmeşe and M. Corless: Stability analysis with quadratic Lyapunov functions: Some necessary and sufficient multiplier conditions. Systems Control Lett. 57 (2008), 1, 78-94.   DOI:10.1016/j.sysconle.2007.06.018
  2. N. Birla and A. Swarup: Optimal preview control: A review. Optim. Control Appl. Meth. 36(2015), 2, 241-268.   DOI:10.1002/oca.2106
  3. S. Boyd, L. E. Ghaoui, E. Feron and V. Balakrishnan: Linear Matrix Inequalities in System and Control Theory. SIAM, Philadelphia, 1994.   DOI:10.1137/1.9781611970777
  4. J. Cao, R. Sivasamy and R. Rakkiyappan: Sampled-data $H_\infty$ synchronization of chaotic Lur'e systems with time delay. Circuits Syst. Signal Process. 35 (2016), 3, 811-835.   DOI:10.1007/s00034-015-0105-6
  5. J. Chen and J. H. Park: New versions of Bessel-Legendre inequality and their applications to systems with time-varying delay. Appl. Math. Comput. 375 (2020), 15, 125060.   DOI:10.1016/j.amc.2020.125060
  6. L. Chua and L. Yang: Cellular neural networks: theory. IEEE Trans. Circuits Syst. 35 (1988), 10, 1257-1272.   DOI:10.1109/31.7600
  7. P. Delellis, M. di Bernardo and F. Garofalo: Adaptive pinning control of networks of circuits and systems in Lur'e form. IEEE Trans. Circuits Syst. -I: Reg. Papers 60 (2013), 11, 3033-3042.   DOI:10.1109/tcsi.2013.2252714
  8. C. Guzelis and L. Chua: Stability analysis of generalized celluar neural networks. Int. J. Circuit Theory Appl. 21 (1993), 1, 1-33.   CrossRef
  9. E. Gyurkovics: Guaranteed cost control of discrete-time uncertain systems with both state and input delays. Int. J. Control 89 (2016), 10, 2073-2082.   CrossRef
  10. H. Huang, G. Feng and J. Cao: Exponential synchronization of chaotic Lur'e systems with delayed feedback control. Nonlinear Dyn. 57 (2009), 441-453.   DOI:10.1007/s11071-008-9454-z
  11. T. Katayama and T. Hirono: Design of an optimal servomechanism with preview action and its dual problem. Int. J. Control 45 (1987), 2, 407-420.   DOI:10.1080/00207178708933740
  12. T. Katayama, T. Ohki, T. Inoue and T. Kato: Design of an optimal controller for a discrete-time system subject to previewable demand. Int. J. Control 41 (1985), 3, 677-699.   DOI:10.1080/0020718508961156
  13. H. K. Khalil: Nonlinear Systems. Prentice Hall: Upper Saddle River, New Jersey, 2002.   CrossRef
  14. K. K. K. Kim and R. D. Braatz: Observer-based output feedback control of discrete-time Lur's systems with sector-bounded and slope-restricted nonlinearities. Int. J. Robust Nonlinear Control 24 (2014), 16, 2458-2472.   DOI:10.1002/rnc.3003
  15. K. K. K. Kim and R. D. Braatz: Robust static and fixed-order dynamic output feedback control of discrete-time parametric uncertain Lur's systems: Sequential SDP relaxation approaches. Optim. Control Appl. Meth. 38 (2017), 1, 36-58.   DOI:10.1002/oca.2241
  16. A. Kojima: $H_\infty$ controller design for preview and delayed systems. IEEE Trans. Autom. Control 60 (2015), 2, 404-419.   DOI:10.1109/tac.2014.2354911
  17. T. H. Lee and J. H. Park: Improved criteria for sampled-data synchronization of chaotic Lur'e systems using two new approaches. Nonlinear Anal. Hybrid Syst.24 (2017), 132-145.   DOI:10.1016/j.nahs.2016.11.006
  18. C. Li, L. Chen and K. Aihara: Synchronization of coupled nonidentical genetic oscillators. Phys. Biol. 3 (2006), 1, 37-44.   DOI:10.1088/1478-3975/3/1/004
  19. Z. Li, Z. Duan and G. Chen: Global synchronised regions of linearly coupled Lur'e systems. Int. J. Control 84 (2011), 2, 216-227.   DOI:10.1080/00207179.2010.546882
  20. F. Liao, M. Cao, Z. Hu and P. An: Design of an optimal preview controller for linear discrete-time causal descriptor systems. Int. J. Control 85 (2012), 10, 1616-1624.   DOI:10.1080/00207179.2012.695804
  21. F. Liao, Z. Ren, M. Tomizuka and J. Wu: Preview control for impulse-free continuous-time descriptor systems. Int. J. Control 88 (2015), 6, 1142-1149.   DOI:10.1080/00207179.2014.996769
  22. Y. Liu and S.M. Lee: Synchronization of chaotic Lur'e systems using sampled-data PD control. Nonlinear Dyn. 85 (2016), 2, 981-992.   DOI:10.1007/s11071-016-2737-x
  23. Y. Liu and S. M. Lee: Synchronization criteria of chaotic Lur'e systems with delayed feedback PD control. Neurocomputing 189 (2016), 66-71.   DOI:10.1016/j.neucom.2015.12.058
  24. M. Liu and Z. Li: Robust consensus of Lur'e networks with uncertain communications. IET Control Theory Appl. 11 (2017), 6, 877-882.   DOI:10.1049/iet-cta.2016.1205
  25. W. Liu and Y. Wang: Robust observer-based absolute stabilization for Lur'e singularly perturbed systems with state delay. ISA Trans. 65 (2016), 1-8.   DOI:10.1016/j.isatra.2016.07.005
  26. R. N. Madan: Chua's Circuit: A Paradigm for Chaos. World Scientific, 1993.   DOI:10.1142/9789812798855\_bmatter
  27. T. Matsumoto: A chaotic attractor from Chua's circuit. IEEE Trans. Circuits Syst. CAS 31 (1984), 12, 1055-1058.   DOI:10.1109/tcs.1984.1085459
  28. A. Nasiri, S. K. Nguang, A. Swain and D. J. Almakhles: Robust output feedback controller design of discrete-time Takagi-Sugeno fuzzy systems: a non-monotonic Lyapunov approach. IET Control Theory Appl. 10 (2016), 5, 545-553.   DOI:10.1049/iet-cta.2015.0750
  29. J. H. Park, D. H. Ji, S. C. Won, S. M. Lee and S. J. Choi: $H_\infty$ control of Lur'e systems with sector and slope restricted nonlinearities. Phys. Lett. A 373 (2009), 41, 3734-3740.   DOI:10.1016/j.physleta.2009.08.018
  30. J. H. Park, T. H. Lee, Y. Liu and J. Chen: Dynamic Systems with Time Delays: Stability and Control. Springer-Nature, 2019.   DOI:10.1007/978-981-13-9254-2
  31. T. B. Sheridan: Three models of preview control. IEEE Trans. on Human Factors in Electronics HFE 7 (1966), 2, 91-102.   DOI:10.1109/thfe.1966.232329
  32. Q. Song, F. Liu, J. Cao and J. Lu: Some simple criteria for pinning a Lur'e network with directed topology. IET Control Theory Appl. 8 (2014), 2, 131-138.   DOI:10.1049/iet-cta.2013.0422
  33. K. Takaba: Robust servomechanism with preview action for polytopic uncertain systems. Int. J. Robust Nonlinear Control 10 (2000), 2, 101-111.   DOI:10.1002/(sici)1099-1239(200002)10:2<101::aid-rnc465>3.0.co;2-9
  34. Z. Tang, J. H. Park, Y. Wang and W. X. Zheng: Synchronization on Lur'e cluster networks with proportional delay: impulsive effects method. IEEE Trans. Syst., Man, Cybern., Syst. 2019.   DOI:10.1109/tsmc.2019.2943933
  35. M. Tomizuka and D. E. Rosenthal: On the optimal digital state vector feedback controller with integral and preview actions. ASME J. Dyn. Sys. Meas. Control 101 (1979), 2, 172-178.   DOI:10.1115/1.3426416
  36. T. Tsuchiya and T. Egami: Digital Preview and Predictive Control. Beijing Science and Technology, Beijing, 1994.   CrossRef
  37. J. Xia, J. H. Park, T. H. Lee and B. Zhang: $H_\infty$ tracking of uncertain stochastic time-delay systems: memory state-feedback controller design. Appl. Math. Comput. 249 (2014), 356-370.   CrossRef
  38. C. Yin, S. Zhong and X. Liu: Novel delay-dependent stabilization criterion for Lur'e systems with sector-restricted nonlinearities and external disturbances via PD feedback approach. J. Optim. Theory Appl. 151 (2011), 1, 81-99.   DOI:10.1007/s10957-011-9857-8
  39. X. Yu and L. Li: Trajectory tracking control with preview action for a class of continuous-time Lur'e-type nonlinear systems. Adv. Differ. Equ. 293 (2020), 1-17.   DOI:10.1186/s13662-020-02753-3
  40. X. Yu and F. Liao: Preview tracking control for discrete-time nonlinear Lur'e systems with sector-bounded nonlinearities. Trans. Inst. Meas. Control 41 (2019), 10, 2726-2737.   DOI:10.1177/0142331218808348
  41. F. Zhang, H. L. Trentelman, G. Feng and J. M. A. Scherpen: Absolute stabilization of Lur'e systems via dynamic output feedback. Eur. J. Control 44(2018), 15-26.   DOI:10.1016/j.ejcon.2018.09.015
  42. Y. Zhao, Z. Duan and G. Wen: Robust consensus tracking of multi-agent systems with uncertain Lur'e-type non-linear dynamics. IET Control Theory Appl. 7 (2013), 9, 1249-1260.   DOI:10.1049/iet-cta.2013.0095
  43. Z. Zhen: Research development in preview control theory and applications. Acta Autom. Sin. 42 (2016), 2, 172-188.   CrossRef
  44. X. Zhu, H. Zhang and J. Xi: Robust speed synchronization control for clutchless automated manual transmission systems in electric vehicles. Proc. IMechE. Part D: J. Automobile Engineering 229 (2015), 4, 424-436.   DOI:10.1177/0954407014546431