Multiscale Dynamic Graph Signal Analysis Toolbox (MDGABox)

Version 1.0.4 (137 ko) par Mojtaba Nazari
MDGABox is used for decomposing the dynamic graph signals into oscillatory components and their associated dynamic connectivity structures.
5.0
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Mise à jour 17 mars 2024

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This is a new framework for dynamic graph signal (multivariate signal) analysis that employs two approaches for decomposing the multiscale oscillatory components and their associated dynamic connectivity structures -- jointly termed as the dynamic graph modes. It involves the Dynamic Graph Mode Decomposition (DGMD) method and a two-stage approach. To run this toolbox, the GSP toolbox needs to be initially installed.
M. Nazari, A. R. Korshøj, and N. Ur Rehman, "Multiscale Dynamic Graph Signal Analysis,” Submitted to Signal Processing, 2024 https://dx.doi.org/10.2139/ssrn.4713829

Citation pour cette source

Mojtaba Nazari (2024). Multiscale Dynamic Graph Signal Analysis Toolbox (MDGABox) (https://www.mathworks.com/matlabcentral/fileexchange/158116-multiscale-dynamic-graph-signal-analysis-toolbox-mdgabox), MATLAB Central File Exchange. Récupéré le .

M. Nazari, A. R. Korshøj, and N. Ur Rehman, "Multiscale Dynamic Graph Signal Analysis,” Submitted to Signal Processing, 2024. Available at SSRN: https://dx.doi.org/10.2139/ssrn.4713829

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MDGABox

MDGABox/Paper results

Version Publié le Notes de version
1.0.4

The required codes and functions from the GSP toolbox have been added.

1.0.3

The output parameters were modified.
1.0.2

The output parameters were modified.
1.0.1

Preprint of Multiscale Dynamic Graph Signal Analysis is available at SSRN: https://ssrn.com/abstract=4713829
1.0.0