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Random-Walk Laplacian for Frequency Analysis in Periodic Graphs

This paper presents the benefits of using the random-walk normalized Laplacian matrix as a graph-shift operator and defines the frequencies of a graph by the eigenvalues of this matrix. A criterion to order these frequencies is proposed based on the Euclidean distance between a graph signal and its...

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Detalles Bibliográficos
Autores principales: Boukrab, Rachid, Pagès-Zamora, Alba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916899/
https://www.ncbi.nlm.nih.gov/pubmed/33670095
http://dx.doi.org/10.3390/s21041275