A comparison of clustering algorithms for automatic modulation classification

•Clustering algorithms are compared for Automatic Modulation Classification.•An enhanced classification method is proposed and compared to other popular methods.•The proposed method can function with a large pool of possible modulation schemes.•The proposed method is deterministic and does not rely...

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Veröffentlicht in:	Expert systems with applications Jg. 151; S. 113317
Hauptverfasser:	Mouton, Jacques P., Ferreira, Melvin, Helberg, Albertus S.J.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Elsevier Ltd 01.08.2020 Elsevier BV
Schlagworte:	Algorithms Automatic modulation classification Centroid estimation Centroids Classification Cluster analysis Clustering Clustering algorithm Codes Constellation diagram I/Q plane Machine learning Phase shift keying Quadrature amplitude modulation Random noise Structural hierarchy Constellation diagram Centroid estimation I/Q plane Clustering algorithm Automatic modulation classification
ISSN:	0957-4174, 1873-6793
Online-Zugang:	Volltext
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