OPTIMAL CLUSTERING OF WIRELESS MULTIPATHS BY UNIFORM MANIFOLD APPROXIMATION AND PROJECTION-ASSISTED DBSCAN

Uniform Manifold Approximation and Projection (UMAP) is applied to reduce the multipath dataset into 2-dimensions (2D) for visualization and clustering.  Density-based spatial clustering of applications with noise (DBSCAN) is used as the clustering approach and the performance of different search r...

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Bibliographic Details

Main Authors:	Emmanuel Trinidad, Lawrence Materum
Format:	Artigo
Language:	Inglês
Published:	IIUM Press, International Islamic University Malaysia 2024-01-01
Series:	International Islamic University Malaysia Engineering Journal
Subjects:	Multipath clustering Dimensionality reduction channel modeling
Online Access:	https://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/2716
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