Joint identification of the clustering and cardinality of wireless propagation multipaths

College

Gokongwei College of Engineering

Department/Unit

Manufacturing Engineering and Management

Document Type

Article

Source Title

International Journal of Emerging Trends in Engineering Research

Volume

7

Issue

12

First Page

762

Last Page

767

Publication Date

12-1-2019

Abstract

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.

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Digitial Object Identifier (DOI)

10.30534/ijeter/2019/057122019

Disciplines

Electrical and Electronics | Manufacturing | Systems and Communications

Keywords

MIMO systems; Radio wave propagation

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