Joint identification of the clustering and cardinality of wireless propagation multipaths

COST 2100 channel model (C2CM) wireless propagation multipaths taken from IEEE DataPort are grouped using simultaneous clustering and model selection (SCAMS). SCAMS solves simultaneously the membership and the number of clusters in contrast to just the number of clusters popular clustering approache...

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Main Authors:	Blanza, Jojo F., Materum, Lawrence
Format:	text
Published:	Animo Repository 2019
Subjects:	MIMO systems Radio wave propagation Electrical and Electronics Manufacturing Systems and Communications
Online Access:	https://animorepository.dlsu.edu.ph/faculty_research/2593
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Institution:	De La Salle University

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spelling	oai:animorepository.dlsu.edu.ph:faculty_research-35922021-10-19T00:49:10Z Joint identification of the clustering and cardinality of wireless propagation multipaths Blanza, Jojo F. Materum, Lawrence COST 2100 channel model (C2CM) wireless propagation multipaths taken from IEEE DataPort are grouped using simultaneous clustering and model selection (SCAMS). SCAMS solves simultaneously the membership and the number of clusters in contrast to just the number of clusters popular clustering approaches provide. The membership and the number of clusters rely on λ and ��, the parameters that avoid the trivial solution of the affinity matrix. Jaccard index is used to assess the accuracy of SCAMS by comparing the clustered multipaths with the reference multipath datasets from IEEE DataPort. © 2019, World Academy of Research in Science and Engineering. All rights reserved. 2019-12-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/2593 Faculty Research Work Animo Repository MIMO systems Radio wave propagation Electrical and Electronics Manufacturing Systems and Communications
institution	De La Salle University
building	De La Salle University Library
continent	Asia
country	Philippines Philippines
content_provider	De La Salle University Library
collection	DLSU Institutional Repository
topic	MIMO systems Radio wave propagation Electrical and Electronics Manufacturing Systems and Communications
spellingShingle	MIMO systems Radio wave propagation Electrical and Electronics Manufacturing Systems and Communications Blanza, Jojo F. Materum, Lawrence Joint identification of the clustering and cardinality of wireless propagation multipaths
description	COST 2100 channel model (C2CM) wireless propagation multipaths taken from IEEE DataPort are grouped using simultaneous clustering and model selection (SCAMS). SCAMS solves simultaneously the membership and the number of clusters in contrast to just the number of clusters popular clustering approaches provide. The membership and the number of clusters rely on λ and ��, the parameters that avoid the trivial solution of the affinity matrix. Jaccard index is used to assess the accuracy of SCAMS by comparing the clustered multipaths with the reference multipath datasets from IEEE DataPort. © 2019, World Academy of Research in Science and Engineering. All rights reserved.
format	text
author	Blanza, Jojo F. Materum, Lawrence
author_facet	Blanza, Jojo F. Materum, Lawrence
author_sort	Blanza, Jojo F.
title	Joint identification of the clustering and cardinality of wireless propagation multipaths
title_short	Joint identification of the clustering and cardinality of wireless propagation multipaths
title_full	Joint identification of the clustering and cardinality of wireless propagation multipaths
title_fullStr	Joint identification of the clustering and cardinality of wireless propagation multipaths
title_full_unstemmed	Joint identification of the clustering and cardinality of wireless propagation multipaths
title_sort	joint identification of the clustering and cardinality of wireless propagation multipaths
publisher	Animo Repository
publishDate	2019
url	https://animorepository.dlsu.edu.ph/faculty_research/2593
_version_	1715215542768369664

Joint identification of the clustering and cardinality of wireless propagation multipaths

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