Skip to main content
Log in

The synchronization between two discrete-time chaotic systems using active robust model predictive control

  • Original Paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

In this paper, we consider the synchronization of two discrete-time chaotic systems. A novel active robust model predictive strategy is proposed to guarantee the synchronization of two discrete-time systems in the presence of model uncertainty. The proposed approach reduces the synchronization to a convex optimization involving linear matrix inequalities. The numerical simulations illustrate the effectiveness of the proposed method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Pecora, L.M., Carroll, T.L.: Synchronization in chaotic system. Phys. Rev. Lett. 64, 821–824 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  2. Ott, E., Grebogi, C., Yorke, J.A.: Controlling chaos. Phys. Rev. Lett. 64, 1196–1199 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  3. Agiza, H.N., Yassen, M.T.: Synchronization of Rossler and Chen chaotic dynamical systems using active control. Phys. Lett. A 278(4), 191–197 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  4. Han, X., Lu, J.A., Wu, X.: Adaptive feedback synchronization of Lü system. Chaos Solitons Fractals 22(1), 221–227 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  5. Tao, C.H., Lu, J.A., Lu, J.H.: The feedback synchronization of a unified chaotic system. Acta Phys. Sin. 51(7), 1497–1501 (2002)

    Google Scholar 

  6. Lu, J., Wu, X., Han, X., Lü, J.: Adaptive feedback synchronization of a unified chaotic system. Phys. Lett. A 329, 327–333 (2004)

    Article  MATH  Google Scholar 

  7. Wang, C., Ge, S.S.: Adaptive synchronization of uncertain chaotic systems via backstepping design. Chaos Solitons Fractals 12(7), 1199–1206 (2001)

    Article  MATH  Google Scholar 

  8. Chen, W.S., Jiao, L.C., Li, R.H., Li, J.: Adaptive backstepping fuzzy control for nonlinearly parameterized systems with periodic disturbances. IEEE Trans. Fuzzy Syst. 18(4), 674–685 (2010)

    Article  Google Scholar 

  9. Chen, W.S., Jiao, L.C.: Adaptive tracking for periodically time-varying and nonlinearly parameterized systems using multilayer neural networks. IEEE Trans. Neural Netw. 21(2), 345–351 (2010)

    Article  Google Scholar 

  10. Di Bernardo, M.: An adaptive approach to the control and synchronization of continuous-time chaotic systems. Int. J. Bifurc. Chaos 6(3), 557–568 (1996)

    Article  MATH  Google Scholar 

  11. Li, R.H., Chen, W.S., Li, S.: A simple method to simultaneously achieve synchronization and anti-synchronization in chaotic systems. Chin. Phys. B 19(1), 010508 (2010)

    Article  Google Scholar 

  12. Chen, D., Zhang, R., Ma, X., Liu, S.: Chaotic synchronization and anti-synchronization for a novel class of multiple chaotic systems via a sliding mode control scheme. Nonlinear Dyn. 69(1), 35–55 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  13. Tavazoei, M.S., Haeri, M.: Synchronization of chaotic fractional-order systems via active sliding mode controller. Physica A 387(1), 57–70 (2008)

    Article  Google Scholar 

  14. Li, R.H., Chen, W.S., Li, S.: Finite-time stabilization for hyper-chaotic Lorenz system families via adaptive control. Appl. Math. Model. 37, 1966–1972 (2013)

    Article  MathSciNet  Google Scholar 

  15. Xue, Y.J., Yang, S.Y.: Synchronization of generalized Henon map by using adaptive fuzzy controller. Chaos Solitons Fractals 17(4), 717–722 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  16. Jiang, G.P., Zheng, W.X.: A simple method of chaos control for a class of chaotic discrete-time systems. Chaos Solitons Fractals 23(3), 843–849 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  17. Huang, L., Wang, M., Feng, R.: Synchronization of generalized Henon map via backstepping design. Chaos Solitons Fractals 23(2), 617–620 (2005)

    Article  MATH  Google Scholar 

  18. Kothare, M.V., Balakrishnan, V., Morari, M.: Robust constrained model predictive control using linear matrix inequalities. Automatica 32(10), 1361–1379 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  19. Ding, B.C., Xi, Y.G., Cychowski, M.T., O’Mahony, T.: Improving off-line approach to robust MPC based-on nominal performance cost. Automatica 43(1), 158–163 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  20. Liu, X., Feng, S., Ma, M.: Robust MPC for the constrained system with polytopic uncertainty. Int. J. Syst. Sci. 43(2), 248–258 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  21. Bai, E.W., Lonngren, K.E.: Synchronization of two Lorenz systems using active control. Chaos Solitons Fractals 8(1), 51–58 (1997)

    Article  MATH  Google Scholar 

  22. Yassen, M.T.: Chaos synchronization between two different chaotic systems using active control. Chaos Solitons Fractals 23(1), 131–140 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  23. Agrawal, S.K., Srivastava, M., Das, S.: Synchronization of fractional order chaotic systems using active control method. Chaos Solitons Fractals 45(6), 737–752 (2012)

    Article  Google Scholar 

  24. Henon, M.: A two-dimensional mapping with a strange attractor. Commun. Math. Phys. 50, 69–77 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  25. Stefański, K.: Modelling chaos and hyperchaos with 3-D maps. Chaos Solitons Fractals 9(1), 83–93 (1998)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This work was supported by National Natural Science Foundation of China under Grants 60974051, 61273144, Natural Science Foundation of Beijing under Grant 4122071, Fundamental Research Funds for the Central Universities under Grant 12MS143, the Construction Project from Beijing Municipal Commission of Education, and the Beijing Foundation of supporting for the central University in Beijing.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhang Longge.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Longge, Z., Xiangjie, L. The synchronization between two discrete-time chaotic systems using active robust model predictive control. Nonlinear Dyn 74, 905–910 (2013). https://doi.org/10.1007/s11071-013-1009-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-013-1009-2

Keywords

Navigation