Stationary time-vertex signal processing.
Graph signal processing
Harmonic analysis
Multivariate time-vertex processes
PSD estimation
Stationarity
Journal
EURASIP journal on advances in signal processing
ISSN: 1687-6172
Titre abrégé: EURASIP J Adv Signal Process
Pays: United States
ID NLM: 101480232
Informations de publication
Date de publication:
2019
2019
Historique:
received:
29
11
2018
accepted:
02
07
2019
entrez:
28
1
2020
pubmed:
28
1
2020
medline:
28
1
2020
Statut:
ppublish
Résumé
This paper considers regression tasks involving high-dimensional multivariate processes whose structure is dependent on some known graph topology. We put forth a new definition of time-vertex wide-sense stationarity, or
Identifiants
pubmed: 31983922
doi: 10.1186/s13634-019-0631-7
pii: 631
pmc: PMC6951473
doi:
Types de publication
Journal Article
Langues
eng
Pagination
36Informations de copyright
© The Author(s) 2019.
Déclaration de conflit d'intérêts
Competing interestsThe authors declare that they have no competing interests.
Références
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J R Soc Interface. 2005 Sep 22;2(4):295-307
pubmed: 16849187
IEEE J Sel Top Signal Process. 2016 Oct;10(7):1189-1203
pubmed: 28439325