Title :
A signal processing method: Detection of Lévy flights in chaotic trajectories
Author :
Briolle, Francoise ; Ricaud, Benjamin ; Leoncini, Xavier
Author_Institution :
CReA, France
Abstract :
Transport in low dimensional Hamiltonian chaos can be anomalous due to stickiness and rise of Lévy flights. We suggest a signal processing method to detect these flights in signals, in order to characterize the nature of transport (diffusive or anomalous). We use time-frequency techniques such as Fractional Fourier transform and matching pursuit in order to be robust to noise. The method is tested on data obtained from chaotic advection.
Keywords :
Fourier transforms; chaos; signal processing; Fractional Fourier transform; Levy flights detection; chaotic advection; chaotic trajectories; low dimensional Hamiltonian chaos; signal processing method; time-frequency techniques; Chaos; Chirp; Fourier transforms; Noise; Time frequency analysis; Trajectory;
Conference_Titel :
Nonlinear Science and Complexity (NSC), 2012 IEEE 4th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4673-2702-2
Electronic_ISBN :
978-1-4673-2701-5
DOI :
10.1109/NSC.2012.6304726