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Synchronization and quorum sensing in an ensemble of indirectly coupled chaotic oscillators
Phys. Rev. E 86, 046207 – Published 15 October, 2012
DOI: https://doi.org/10.1103/PhysRevE.86.046207
Abstract
The fact that the elements in some realistic systems are influenced by each other indirectly through a common environment has stimulated a new surge of studies on the collective behavior of coupled oscillators. Most of the previous studies, however, consider only the case of coupled periodic oscillators, and it remains unknown whether and to what extent the findings can be applied to the case of coupled chaotic oscillators. Here, using the population density and coupling strength as the tuning parameters, we explore the synchronization and quorum sensing behaviors in an ensemble of chaotic oscillators coupled through a common medium, in which some interesting phenomena are observed, including the appearance of the phase synchronization in the process of progressive synchronization, the various periodic oscillations close to the quorum sensing transition, and the crossover of the critical population density at the transition. These phenomena, which have not been reported for indirectly coupled periodic oscillators, reveal a corner of the rich dynamics inherent in indirectly coupled chaotic oscillators, and are believed to have important implications to the performance and functionality of some realistic systems.
Article Text
References (38)
- A. T. Winfree, The Geometry of Biological Time (Springer, New York, 2001).
- A. S. Pikovsky, M. Rosenblum, and J. Kurths, Synchronization: A Universal Concept in Nonlinear Sciences (Cambridge University Press, Cambridge, UK, 2001).
- S. Strogatz, Sync: The Emerging Science of Spontaneous Order (Hyperion, New York, 2003).
- Y. Kuramoto, Chemical Oscillations, Waves and Turbulence (Springer, Berlin, 1984).
- A. Goldbeter, Biochemical Oscillation and Cellular Rhythms: The Molecular Bases of Periodic and Chaotic Behavior (Cambridge University, Cambridge, 1996).
- L. Glass and M. C. Mackey, From Clocks to Chaos: The Rhythms of Life (Princeton University, Princeton, NJ, 1988).
- I. Z. Kiss, Y. Zhai, and J. L. Hudson, Science 296, 1676 (2002).
- J. Buck, Q. Rev. Biol. 63, 265 (1988).
- T. J. Walker, Science 166, 891 (1969).
- Z. Néda, E. Ravasz, Y. Brechet, T. Vicsek, and A. L. Barabási, Nature (London) 403, 849 (2000).
- J. Aldridge and E. K. Pye, Nature (London) 259, 670 (1976).
- A. Camilli and B. L. Bassler, Science 311, 1113 (2006).
- S. De Monte, F. d’Ovidio, S. Danø, and P. G. Sørensen, Proc. Natl. Acad. Sci. USA 104, 18377 (2007).
- J. Garcia-Ojalvo, M. B. Elowitz, and S. H. Strogatz, Proc. Natl. Acad. Sci. USA 101, 10955 (2004).
- A. F. Taylor, M. R. Tinsley, F. Wang, Z. Huang, and K. Showalter, Science 323, 614 (2009).
- R. Toth R, A. F. Taylor, and M. R. Tinsley, J. Phys. Chem. B 110, 10170 (2006).
- J. Zamora-Munt, C. Masoller, J. Garcia-Ojalvo, and R. Roy, Phys. Rev. Lett. 105, 264101 (2010).
- T. Gregor, K. Fujimoto, N. Masaki, and S. Sawai, Science 328, 1021 (2010).
- T. Danino, O. Mondragón-Palomino, L. Tsimring, and J. Hasty, Nature (London) 463, 326 (2010).
- V. Resmi, G. Ambika, and R. E. Amritkar, Phys. Rev. E 81, 046216 (2010).
- G. Russo and Jean Jacques E. Slotine, Phys. Rev. E 82, 041919 (2010).
- W. Y. Chiang, Y. X. Li, and P. Y. Lai, Phys. Rev. E 84, 041921 (2011).
- V. N. Belykh, G. V. Osipov, N. Kuckländer, B. Blasius, and J. Kurths, Physica D 200, 81 (2005).
- N. Tukhlina, M. Rosenblum, A. Pikovsky, and J. Kurths, Phys. Rev. E 75, 011918 (2007).
- S. Boccaletti, J. Kurths, G. Osipov, D. L. Valladares, and C. S. Zhou, Phys. Rep. 366, 1 (2002); K. Kaneko, J. Phys. A 24, 2107 (1991); H. Sakaguchi, Phys. Rev. E 61, 7212 (2000).
- H. Fujisaka and T. Yamada, Prog. Theor. Phys. 69, 32 (1983); V. S. Afraimovich, N. N. Verichev, and M. I. Rabinovich, Radiophys. Quantum Electron. 29, 795 (1986); L. M. Pecora and T. L. Carroll, Phys. Rev. Lett. 64, 821 (1990).
- M. G. Rosenblum, A. S. Pikovsky, and J. Kurths, Phys. Rev. Lett. 76, 1804 (1996).
- N. F. Rulkov, M. M. Sushchik, L. S. Tsimring, and H. D. I. Abarbanel, Phys. Rev. E 51, 980 (1995).
- The central pattern generator is a typical example of such a system; see, for example, R. M. Harris-Warrick et al., in Dynamics Biological Networks: The Stomatogastric Nervous System, edited by R. M. Harris-Warrick , (MIT Press, Cambridge, MA, 1992).
- A. S. Pikovsky, M. G. Rosenblum, and J. Kurths, Europhys. Lett. 34, 165 (1996).
- S. Shinomoto and Y. Kuramoto, Prog. Theor. Phys. 75, 1105 (1986).
- K. Bar-Eli, Physica D 14, 242 (1985).
- R. E. Mirollo and S. H. Strogatz, J. Stat. Phys. 60, 245 (1990); D. G. Aronson, G. B. Ermentrout, and N. Kopell, Physica D 41, 403 (1990); G. B. Ermentrout, ibid. 41, 219 (1990); F. M. Atay, Phys. Rev. Lett. 91, 094101 (2003).
- S. M. Reppert and D. R. Weaver, Cell 89, 487 (1997).
- Z. Zheng, X. Wang, and M. C. Cross, Phys. Rev. E 65, 056211 (2002).
- R. A. Schmitz, K. R. Graziani, and J. L. Hudson, J. Chem. Phys. 67, 3040 (1977).
- F. Rossi et al., Chem. Phys. Lett. 480, 322 (2009).
- K. Nielsen, P. G. Sørensen, and F. Hynne, J. Theor. Biol. 186, 303 (1997).