Skip to main content
Log in

Successive lag synchronization on nonlinear dynamical networks via aperiodically intermittent control

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

Abstract

Successive lag synchronization (SLS) for nonlinear dynamical networks is investigated by using aperiodically intermittent control. Different from previous works about the SLS, the proposed controllers could be discontinuous and aperiodic. Aperiodically intermittent controllers are proposed to realize SLS on the dynamical networks with and without communication delay. Furthermore, several sufficient conditions are obtained by applying the Lyapunov function method to make SLS achieve global stability. Finally, a loop-shaped network example and a chain-shaped network example are provided to verify correctness of our results.

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
Fig. 7
Fig. 8

Similar content being viewed by others

References

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

    Article  MathSciNet  MATH  Google Scholar 

  2. Wu, C.: Synchronization and convergence of linear dynamics in random directed networks. IEEE Trans. Autom. Control 51, 1207–1210 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  3. Schmidl, T.M., Cox, D.C.: Robust frequency and timing synchronization for OFDM. IEEE Trans. Commun. 45, 1613–1621 (1997)

    Article  Google Scholar 

  4. Wang, J., Zhang, H., Wang, Z., Shan, Q.: Local synchronization criteria of markovian nonlinearly coupled neural networks with uncertain and partially unknown transition rates. IEEE Trans. Syst. Man Cybern. Syst. 47, 1953–1964 (2017)

    Article  Google Scholar 

  5. Li, Z., Duan, Z., Cheng, G., Huang, L.: Consensus of multiagent systems and synchronization of complex networks: a unified viewpoint. IEEE Trans. Circuits Syst. I Regul. Pap. 57, 213–224 (2010)

    Article  MathSciNet  Google Scholar 

  6. Mirollo, R.E., Strogatz, S.H.: Synchronization of pulse-coupled biological oscillators. SIAM J. Appl. Math. 50, 1645–1662 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  7. Yu, W., Chen, G., Lu, J.: On pinning synchronization of complex dyanamical networks. Automatica 45, 429–435 (2008)

    Article  Google Scholar 

  8. Khanzadeh, A., Pourgholi, M.: Fixed-time sliding mode controller design for synchronization of complex dynamical networks. Nonlinear Dyn. 88, 2637–2649 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  9. Chen, W., Liu, L., Lu, X.: Intermittent synchronization of reaction-diffusion neural networks with mixed delays via Razumikhin technique. Nonlinear Dyn. 87, 535–551 (2017)

    Article  MATH  Google Scholar 

  10. Chen, W., Zhong, J., Zheng, W.: Delay-independent stabilization of a class of time-delay systems via periodically intermittent control. Automatica 71, 89–97 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  11. Xie, Q., Chen, G., Bollt, E.M.: Hybrid chaos synchronization and its application in information processing. Math. Comput. Model. 35, 145–163 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  12. Wei, G., Jia, Y.: Synchronization-based image edge detection. Europhys. Lett. 59, 814–819 (2002)

    Article  Google Scholar 

  13. Cuomo, K.M., Oppenheim, A.V.: Circuit implementation of synchronized chaos with applications to communications. Phys. Rev. Lett. 71, 153–156 (1993)

    Article  Google Scholar 

  14. Martin, M., Poon, S.H.: Returns synchronization and daily correlation dynamics between international stock markets. J. Bank. Finance 25, 1805–1827 (2001)

    Article  Google Scholar 

  15. Mahmoud, G.M., Mahmoud, E.E.: Complete synchronization of chaotic complex nonlinear systems with uncertain parameters. Nonlinear Dyn. 62, 875–882 (2010)

    Article  MATH  Google Scholar 

  16. Lin, W., He, Y.: Complete synchronization of the noise-perturbed Chua’s circuits. Chaos 15, 837–845 (2005)

    Article  Google Scholar 

  17. Feng, J., Wang, J., Xu, C., Austin, F.: Cluster synchronization of nonlinearly coupled complex networks via pinning control. Discrete Dyn. Nat. Soc. 2011, 309–323 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  18. Tang, Z., Park, J.H., Feng, J.: Novel approaches to pin cluster synchronization on complex dynamical networks in Lur’e forms. Commun. Nonlinear Sci. Numer. Simulat. 57, 422–428 (2018)

    Article  MathSciNet  Google Scholar 

  19. Kocarev, L., Parlitz, U.: Generalized synchronization, predictability, and equivalence of unidirectionally coupled dynamical systems. Phys. Rev. Lett. 76, 1816–1819 (1996)

    Article  Google Scholar 

  20. Shahverdiev, E.M., Shore, K.A.: Generalized synchronization in time-delayed systems. Phys. Lett. A 292, 320–324 (2002)

    Article  MATH  Google Scholar 

  21. Li, G.: Modified projective synchronization of chaotic system. Chaos Solitons Fractals 32, 1786–1790 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  22. Li, C., Liao, X., Wong, K.: Lag synchronization of hyperchaos with application to secure communications. Chaos Solitons Fractals 23, 183–193 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  23. Yu, W., Cao, J.: Adaptive synchronization and lag synchronization of uncertain dynamical system with time delay based on parameter identification. Physica A 375, 467–482 (2007)

    Article  Google Scholar 

  24. Rosenblum, M.G., Pikovsky, A.S., Kurths, J.: From phase to lag synchronization in coupled chaotic oscillators. Phys. Rev. Lett. 44, 4193–4196 (1997)

    Article  MATH  Google Scholar 

  25. Yang, X., Zhu, Q., Huang, C.: Generalized lag-synchronization of chaotic mix-delayed systems with uncertain parameters and unknown perturbations. Nonlinear Anal. Real World Appl. 12, 93–105 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  26. Li, K., Yu, W., Ding, Y.: Successive lag synchronization on nonlinear dynamical networks via linear feedback control. Nonlinear Dyn. 80, 421–430 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  27. Yamchi, M.H., Esfanjani, R.M.: Distributed predictive formation control of networked mobile robots subject to communication delay. Robot. Autom. Syst. 91, 194–207 (2017)

    Article  Google Scholar 

  28. Wang, A.: Event-based consensus control for single-integrator networks with communication time delays. Neurocomputing 173, 1715–1719 (2016)

    Article  Google Scholar 

  29. Zhang, X., Wei, A., Li, K.: Successive lag synchronization on dynamical networks with communication delay. Chin. Phys. B 25, 466–472 (2016)

    Google Scholar 

  30. Zochowski, M.: Intermittent dynamical control. Physica D 145, 181–190 (2000)

    Article  MATH  Google Scholar 

  31. Cai, S., Hao, J., He, Q., Liu, Z.: Exponential synchronization of complex delayed dynamical networks via pinning periodically intermittent control. Phys. Lett. A 375, 1965–1971 (2011)

    Article  MATH  Google Scholar 

  32. Yu, J., Hu, C., Jiang, H., Teng, Z.: Exponential lag synchronization for delayed fuzzy cellular neural networks via periodically intermittent control. Math. Comput. Simulat. 82, 895–908 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  33. Zhang, W., Huang, J., Wei, P.: Weak synchronization of chaotic neural networks with parameter mismatch via periodically intermittent control. Appl. Math. Model. 35, 612–620 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  34. Chen, W., Ding, K., Lu, X.: Disturbance-observer-based control design for a class of uncertain systems with intermittent measurement. J. Frankl. Inst. 354, 5266–5279 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  35. Chen, W., Zhong, J., Jiang, Z., Lu, X.: Periodically intermittent stabilization of delayed neural networks based on piecewise Lyapunov functions/functionals. Circuits Syst. Signal Process 33, 3757–3782 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  36. Tang, Z., Park, J.H., Zheng, W.: Distributed impulsive synchronization of Lur’e dynamical networks via parameter variation methods. Int. J. Robust Nonlinear Control 48, 1001–1014 (2017)

    MathSciNet  MATH  Google Scholar 

  37. Wei, W., Zhou, W., Chen, T.: Cluster synchronization of linearly coupled complex networks under pinning control. IEEE Trans. Circuits Syst. I Regul. Pap. 56, 829–839 (2008)

    Article  MathSciNet  Google Scholar 

  38. Zhang, W., Li, C., Huang, T., Xiao, M.: Synchronization of neural networks with stochastic perturbation via aperiodically intermittent control. Neural Netw. 71, 105–111 (2015)

    Article  MATH  Google Scholar 

  39. Liu, X., Liu, Y., Zhou, L.: Quasi-synchronization of nonlinear coupled chaotic systems via aperiodically intermittent pinning control. Neurocomputing 173, 759–767 (2016)

    Article  Google Scholar 

  40. Lei, X., Cai, S., Jiang, S., Liu, Z.: Adaptive outer synchronization between two complex delayed dynamical networks via aperiodically intermittent pinning control. Neurocomputing 222, 26–35 (2017)

    Article  Google Scholar 

  41. Liu, X., Chen, T.: Synchronization of complex networks via aperiodically intermittent pinning control. IEEE Trans. Autom. Control 60, 3316–3321 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  42. Delellis, P., Bernardo, M.D., Russo, G.: On QUAD, Lipschitz, and contracting vector fields for consensus and synchronization of networks. IEEE Trans. Circuits Syst. I Regul. Pap. 58, 576–583 (2011)

    Article  MathSciNet  Google Scholar 

  43. Liu, M., Jiang, H., Hu, C.: Finite-time synchronization of delayed dynamical networks via aperiodically intermittent control. J. Frankl. Inst. 354, 5374–5397 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  44. Liu, X., Chen, T.: Synchronization of linearly coupled networks with delays via aperiodically intermittent pinning control. IEEE Trans. Neural. Netw. Learn. 26, 2396–2407 (2015)

    Article  MathSciNet  Google Scholar 

  45. Horn, R.A., Johnson, C.R.: Topics in Matrix Analysis. Cambridge University Press, Cambridge (1991)

    Book  MATH  Google Scholar 

  46. Yang, X., Cao, J.: Stochastic synchronization of coupled neural networks with intermittent control. Phys. Lett. A 373, 3259–3272 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  47. Olfati, R., Murray, R.M.: Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans. Autom. Control 49, 1520–1533 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  48. Kennedy, M.P.: Three steps to chaos\(-\)II: a Chua’s circuit primer. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 40, 657–674 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  49. Wang, J., Ma, X., Wen, X., Sun, Q.: Pinning lag synchronization of drive-response complex networks via intermittent control with two different switched periods. Physica A 461, 278–287 (2016)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This work was supported jointly by the National Natural Science Foundation of China (Nos. 61663006, 11661026), Guangxi Key Laboratory of Cryptography and Information Security (No. GCIS201612) and Guangxi Natural Science Foundation (No. 2015GXNSFBB139002). The authors are grateful to the editor and anonymous reviewers for their constructive comments and suggestions that helped to improve the content as well as the quality of the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kezan Li.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Y., Li, K. Successive lag synchronization on nonlinear dynamical networks via aperiodically intermittent control. Nonlinear Dyn 95, 3075–3089 (2019). https://doi.org/10.1007/s11071-018-04742-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-018-04742-4

Keywords

Navigation