Deep Learning Approaches for Open Set Wireless Transmitter Authorization

Wireless signals contain transmitter specific features, which can be used to verify the identity of transmitters and assist in implementing an authentication and authorization system. Most recently, there has been wide interest in using deep learning for transmitter identification. However, the exis...

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Veröffentlicht in:	arXiv.org 2020-06
Hauptverfasser:	Hanna, Samer, Karunaratne, Samurdhi, Cabric, Danijela
Format:	Artikel
Sprache:	eng
Schlagworte:	Decision trees Deep learning Machine learning Neural networks Outliers (statistics) Training Transmitters
Online-Zugang:	Volltext
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