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Synchronization in oscillator networks with time delay and limited non-homogeneous coupling strength

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Abstract

Motivated by the needs of multi-agent systems in the presence of sensing and communication which is delayed, intermittent, and asynchronous, we present a Kuramoto-type model as the delay inherent in such systems is taken into account. First, we have investigated a condition on maximum delay for the frequency entrainment of non-identical Kuramoto oscillators with heterogeneous delays and a constant coupling gain. Our next mission is to investigate the model of delayed coupled Kuramoto oscillators, which are characterized by non-identical natural frequencies and non-homogeneous coupling strength. We assume that the difference between the coupling gains is less than a certain limited value \(M\), and on the basis of Lyapunov stability theorem, we present a strictly positive lower bound for \(M\) to achieve a consensus on the derivatives of the phases. This consensus property is even more surprising because the phases themselves do not necessarily reach a consensus. We apply our results to these oscillators and show that synchronization is guaranteed for appropriate initial conditions.

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References

  1. Buc, J.: Synchronous rhythmic flashing of fireflies II. Q. Rev. Biol. 63(3), 265–289 (1988)

    Article  Google Scholar 

  2. Wiesenfeld, K., Colet, P., Strogatz, S.H.: Frequency locking in Josephson arrays: connection with the Kuramoto model. Phys. Rev. E 57(2), 1563–1569 (1998)

    Article  Google Scholar 

  3. Gonze, D., Bernard, S., Waltermann, C., Kramer, A., PeterHerzel, H.: Spontaneous synchronization of coupled circadian oscillators. Biophys. J. 89, 120–129 (2005)

    Article  Google Scholar 

  4. Pikovsky, A., Rosenblum, M., Kurths, J.: Synchronization: A Universal Concept in Nonlinear Sciences. Cambridge University Press, Cambridge (2001)

    Book  Google Scholar 

  5. Wiener, N.: Nonlinear Problems in Random Theory. MIT Press, Cambridge, MA (1958)

    MATH  Google Scholar 

  6. Winfree, A.T.: The Geometry of Biological Time. Springer, New York (1980)

    Book  MATH  Google Scholar 

  7. Kuramoto, Y.: Self-entrainment of a population of coupled non-linear oscillators. In: International Symposium on Mathematical Problems in Theoretical Physics. Lecture Notes in Physics, vol. 39, pp. 420–422. Springer, New York (1975)

  8. Ati, A.E., Panteley, E.: On frequency synchronization of Kuramoto model with non-symmetric interconnection structure. IEEE Communications, Computing and Control Applications (CCCA), ISBN 978-1-4673-4694-8 (2012)

  9. Dörfler, F., Bullo, F.: Synchronization and transient stability in power networks and non-uniform Kuramoto oscillators. IEEE, American Control Conference (ACC), 930–937 (2010). doi:10.1109/ACC.2010.5530690

  10. Nian, F., Zhao, Q.: Pinning synchronization with low energy cost. Commun. Nonlinear Sci. Numer. Simul. 19(4), 930–940 (2014)

    Article  MathSciNet  Google Scholar 

  11. Wu, Z.-G., Shi, P., Su, H., Chu, J.: Sampled-data exponential synchronization of complex dynamical networks with time-varying coupling delay. IEEE Trans. Neural Netw. Learn. Syst. 24(8) 1177–1187 (2013). doi:10.1109/TNNLS.2013.2253122

  12. Wang, Y., Zhang, H.G., Wang, X.Y.: Networked synchronization control of coupled dynamic networks with time-varying delay. IEEE Trans. Syst. Man Cybern. B 40(6), 1468–79 (2010)

  13. Nian, F., Wang, X., Zheng, P.: Projective synchronization in a chaotic complex system with time delay. Int. J. Mod. Phys. B 27(19), 1350111-1-9 (2013)

  14. Wang, L., Dai, H., Dong, H., Shen, Y., Sun, Y.: Adaptive synchronization of weighted complex dynamical networks with coupling time-varying delays. Sci. Direct Phys. Lett. A 372, 3632–3639 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  15. Nian, F.: Adaptive coupling synchronization in complex network with uncertain boundary. Nonlinear Dyn. (2012). doi:10.1007/s11071-012-0502-3

  16. Vinnicombe, G.: On the stability of end-to-end congestion control for the Internet. Cambridge University, CUED/F-INFENG/TR.398, Tech. Rep., December to Oscillators (2009)

  17. Liu, B., Li, S., Wang, L.: Adaptive synchronization of two time-varying delay nonlinear coupled networks. IEEE Control Conference 3800–3804 (2014)

  18. Zhang, H., Feng, G., Yan H., Chen, Q.: Synchronization of nonlinear coupled networks with time-delay via distributed impulsive control. IEEE Control Conference (CCC) 1304–1309 (2013)

  19. Schmidt, S., Münz, U., Allgöwer, F.: Multi-agent Speed Consensus Using Delayed Position Feedback with Application to Kuramoto Oscillators. In: Proceedings of the European Control Conference, pp. 2464–2469 (2009)

  20. Münz, U., Papachristodoulou, A., Allgöwer, F.: Nonlinear multi-agent system consensus with time-varying delays. The International Federation of Automatic Control (IFAC) (2008)

  21. Razumikhin, B.S.: An application of Lyapunov method to a problem on the stability of systems with a lag. Autom. Remote Control 21, 740–748 (1960)

    Google Scholar 

  22. Schoen, G.M.: Stability and Stabilization of Time-Delay Systems. Zurich, Diss. ETH No. 11166 (1995)

  23. Harju, T.: Graph Theory-Ser. Department of Mathematics University of Turku (1994–2011)

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Tousi, M., Kardehi Moghaddam, R. & Pariz, N. Synchronization in oscillator networks with time delay and limited non-homogeneous coupling strength. Nonlinear Dyn 82, 1–8 (2015). https://doi.org/10.1007/s11071-015-2133-y

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  • DOI: https://doi.org/10.1007/s11071-015-2133-y

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