Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis

Amir Omidvarnia; Boualem Boashash; Ghasem Azemi; Paul Colditz; Sampsa Vanhatalo

doi:10.1109/ICASSP.2012.6288650

Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis

Amir Omidvarnia
, Boualem Boashash
, Ghasem Azemi
, Paul Colditz
, Sampsa Vanhatalo

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

10 Citations (Scopus)

Abstract

This paper introduces the notion of the instantaneous frequency (IF) based generalized phase synchrony in time-frequency analysis based on the concept of cointegration. This phase synchrony is then quantified by investigating the linear relationships between IF laws of nonstationary multivariate signals. The proposed approach is applied to a multichannel newborn EEG signal and the results are compared with that of a bivariate phase synchrony measure.

Original language	English
Title of host publication	IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subtitle of host publication	Proceedings
Place of Publication	Kyoto
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Number of pages	4
ISBN (Electronic)	9781467300469
ISBN (Print)	9781467300452
DOIs	https://doi.org/10.1109/ICASSP.2012.6288650
Publication status	Published - 2012
Externally published	Yes
Event	2012 37th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Kyoto, Japan Duration: 25 Mar 2012 → 30 Mar 2012

Conference

Conference	2012 37th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
Country/Territory	Japan
City	Kyoto
Period	25/03/12 → 30/03/12

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10.1109/ICASSP.2012.6288650

Cite this

Omidvarnia, A., Boashash, B., Azemi, G., Colditz, P., & Vanhatalo, S. (2012). Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICASSP.2012.6288650

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title = "Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis",

abstract = "This paper introduces the notion of the instantaneous frequency (IF) based generalized phase synchrony in time-frequency analysis based on the concept of cointegration. This phase synchrony is then quantified by investigating the linear relationships between IF laws of nonstationary multivariate signals. The proposed approach is applied to a multichannel newborn EEG signal and the results are compared with that of a bivariate phase synchrony measure.",

author = "Amir Omidvarnia and Boualem Boashash and Ghasem Azemi and Paul Colditz and Sampsa Vanhatalo",

year = "2012",

doi = "10.1109/ICASSP.2012.6288650",

language = "English",

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booktitle = "IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "2012 37th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 ; Conference date: 25-03-2012 Through 30-03-2012",

}

Omidvarnia, A, Boashash, B, Azemi, G, Colditz, P & Vanhatalo, S 2012, Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis. in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Kyoto, 2012 37th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25/03/12. https://doi.org/10.1109/ICASSP.2012.6288650

Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis. / Omidvarnia, Amir; Boashash, Boualem; Azemi, Ghasem et al.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. Kyoto: Institute of Electrical and Electronics Engineers (IEEE), 2012.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Generalised phase synchrony within multivariate signals

T2 - 2012 37th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012

AU - Omidvarnia, Amir

AU - Boashash, Boualem

AU - Azemi, Ghasem

AU - Colditz, Paul

AU - Vanhatalo, Sampsa

PY - 2012

Y1 - 2012

N2 - This paper introduces the notion of the instantaneous frequency (IF) based generalized phase synchrony in time-frequency analysis based on the concept of cointegration. This phase synchrony is then quantified by investigating the linear relationships between IF laws of nonstationary multivariate signals. The proposed approach is applied to a multichannel newborn EEG signal and the results are compared with that of a bivariate phase synchrony measure.

AB - This paper introduces the notion of the instantaneous frequency (IF) based generalized phase synchrony in time-frequency analysis based on the concept of cointegration. This phase synchrony is then quantified by investigating the linear relationships between IF laws of nonstationary multivariate signals. The proposed approach is applied to a multichannel newborn EEG signal and the results are compared with that of a bivariate phase synchrony measure.

UR - https://www.scopus.com/pages/publications/84867590743

U2 - 10.1109/ICASSP.2012.6288650

DO - 10.1109/ICASSP.2012.6288650

M3 - Conference proceeding contribution

SN - 9781467300452

BT - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Kyoto

Y2 - 25 March 2012 through 30 March 2012

ER -

Generalised phase synchrony within multivariate signals: an emerging concept in time-frequency analysis

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