Title :
Estimation of phase synchrony using the synchrosqueezing transform
Author :
Ahrabian, Alireza ; Mandic, Danilo P.
Author_Institution :
Electr. & Electron. Eng., Imperial Coll. London, London, UK
Abstract :
Phase synchronization has emerged as an important concept in quantifying interactions between dynamical systems. In this work a robust estimate of the phase synchrony between bivariate signals is presented. This is achieved by extending the recently introduced synchrosqueezing transform (SST), a method that belongs to the class of reassignment techniques that generates highly localized time-frequency representations, so as to cater for bivariate data. The proposed method is shown to generate accurate estimates of phase synchrony on both synthetic and real world signals.
Keywords :
phase estimation; signal processing; bivariate signals; phase synchronization; phase synchrony estimation; reassignment techniques; synchrosqueezing transform; time-frequency representations; Bandwidth; Frequency synchronization; Oscillators; Synchronization; Time-frequency analysis; Wavelet transforms; Synchrosqueezing transform; phase synchronization;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6853698