Multiscale Dynamic Graph Signal Analysis Toolbox (MDGABox)

Versión 1.0.4 (137 KB) por Mojtaba Nazari
MDGABox is used for decomposing the dynamic graph signals into oscillatory components and their associated dynamic connectivity structures.
5.0
(2)
166 Descargas
Actualizado 17 mar 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

Citar como

Mojtaba Nazari (2025). Multiscale Dynamic Graph Signal Analysis Toolbox (MDGABox) (https://es.mathworks.com/matlabcentral/fileexchange/158116-multiscale-dynamic-graph-signal-analysis-toolbox-mdgabox), MATLAB Central File Exchange. Recuperado .

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

Compatibilidad con la versión de MATLAB
Se creó con R2023b
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MDGABox

MDGABox/Paper results

Versión Publicado Notas de la versión
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