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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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
IIUM Press, International Islamic University Malaysia
2024-01-01
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| coleção: | International Islamic University Malaysia Engineering Journal |
| Assuntos: | |
| Acesso em linha: | https://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/2716 |
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