DocumentCode
177677
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
fYear
2014
fDate
4-9 May 2014
Firstpage
759
Lastpage
763
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location
Florence
Type
conf
DOI
10.1109/ICASSP.2014.6853698
Filename
6853698
Link To Document