MATLAB codes implementing the generalized cross-wavelet transform (GXWT) algorithm described in the paper "Analyzing multidimensional movement interaction with generalized cross-wavelet transform" (Toiviainen & Hartmann, 2021)
Abstract
MATLAB codes implementing the generalized cross-wavelet transform (GXWT) algorithm described in the paper "Analyzing multidimensional movement interaction with generalized cross-wavelet transform" (Toiviainen & Hartmann, 2021).
Basic workflow for multivariate (time by channel) signals d1 and d2:
[w1,f] = cwtensor(d1,FS,MINF,MAXF);
[w2,f] = cwtensor(d2,FS,MINF,MAXF);
[xs p1 p2] = getxwt(w1,w2);
NOTE: cwtensor.m requires the Wavelet Toolbox for MATLAB.
Main Authors
Format
Dataset
Published
2021
Subjects
Publication in research information system
Publisher
University of Jyväskylä
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-202104142376Use this for linking
DOI
https://doi.org/10.17011/jyx/dataset/75063
Citation
- Hartmann, Martin; Toiviainen, Petri (2021). MATLAB codes implementing the generalized cross-wavelet transform (GXWT) algorithm described in the paper "Analyzing multidimensional movement interaction with generalized cross-wavelet transform" (Toiviainen & Hartmann, 2021). V. 9.4.2021. 10.17011/jyx/dataset/75063
License
CopyrightHartman, Martin and Toiviainen, Petri