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Instantaneous oscillatory direction and phase for multivariate timeseries

Allefeld, C. ORCID: 0000-0002-1037-2735 (2008). Instantaneous oscillatory direction and phase for multivariate timeseries. .

Abstract

This text describes a generalization of the analytic signal (Gabor, 1946) approach for the definition of instantaneous amplitude and phase to the case of multivariate signals. It was originally written as an appendix for another paper, where the determination of the locally dominant oscillatory direction (the instantaneous amplitude) described here is used as a preprocessing step for another kind of data analysis. The text is reproduced in a 'standalone' form because the procedure might prove useful in other contexts too, especially for the purpose of phase synchronization analysis (Rosenblum et al., 1996) between two (or more) multivariate sets of time series (Pascual-Marqui, 2007).

Publication Type: Monograph (Technical Report)
Additional Information: Technical Report, Institute for Frontier Areas of Psychology and Mental Health, Freiburg (Germany), 2008-7-22
Subjects: Q Science > QC Physics
Departments: School of Arts & Social Sciences > Psychology
Related URLs:
URI: https://openaccess.city.ac.uk/id/eprint/22837
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