Abstract
The structure and geometry of high-dimensional, complex dynamical systems is usually hidden under a profusion of numerical data. We show that time-frequency analysis allows one to analyze these data regardless of the number of degrees of freedom. Our method takes snapshots of the system in terms of its instantaneous frequencies defined as ridges of the time-frequency landscape. Using the wavelet transform of a single trajectory, it can characterize key dynamical properties like the extent of chaos, resonance transitions and trappings.
Similar content being viewed by others
References
C Chandre, S Wiggins and T Uzer,Physica D181, 171 (2003)
S Mallat,A wavelet tour of signal processing (Academic Press, San Diego, 1999)
C C Martens, M J Davis and G S Ezra,Chem. Phys. Lett. 142, 519 (1987)
J von Milczewski and T Uzer, Mapping multidimensional intramolecular dynamics using frequency analysis, in: D L Thompson (ed.)Modern methods for multidimensional dynamics computations in chemistry (World Scientific, Singapore, 1998) pp. 190–200
J Laskar,Icarus 88, 266 (1990)
J Laskar, inHamiltonian systems with three or more degrees of freedom, NATO ASI Series edited by C Simó (Kluwer Academic Publishers, Dordrecht, 1999) pp. 134–150
A Correia and J Laskar,Nature 411, 767 (2001)
D Robin, C Steier, J Laskar and L Nadolski,Phys. Rev. Lett. 85, 558 (2000)
L Mandel,Am. J. Phys. 42, 840 (1974)
P J Loughlin,IEEE Signal Processing Lett. 4, 123 (1997)
E Shchekinova, C Chandre, Y Lan and T Uzer,J. Chem. Phys. 121, 3471 (2004)
T A Michtchenko and D Nesvorny,Astron. Astrophys. 313, 674 (1996)
A Askar, A E Cetin and H Rabitz,J. Phys. Chem. 100, 19165 (1996)
L V Vela-Arevalo and S Wiggins,Int. J. Bifurcat. Chaos 11, 1359 (2001)
N Delpratet al, IEEE Trans. Inform. Theory 38, 644 (1992)
http://www-stat.stanford.edu/~wavelab
J Laskar, C Froeschlé and A Celletti,Physica D56, 253 (1992)
B V Chirikov,Phys. Rep. 52, 263 (1979)
Author information
Authors and Affiliations
Additional information
Unité Mixte de Recherche (UMR 6207) du CNRS, et des universités Aix-Marseille I, Aix-Marseille II et du Sud Toulon-Var. Laboratoire affilié à la FRUMAM (FR 2291).
Rights and permissions
About this article
Cite this article
Chandré, C., Uzer, T. Instantaneous frequencies of a chaotic system. Pramana - J Phys 64, 371–379 (2005). https://doi.org/10.1007/BF02704564
Issue Date:
DOI: https://doi.org/10.1007/BF02704564