Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure
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DOI: 10.1109/lwc.2021.3135932
Abstract: Radio frequency fingerprint (RFF) identification is a popular topic in the field of physical layer security. However, machine learning based RFF identification methods require complicated feature extraction manually while deep learning based methods are hard… read more here.
Keywords: trace figure; heat constellation; constellation trace; frequency fingerprint ... See more keywords
Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure
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DOI: 10.1109/tvt.2019.2950670
Abstract: This paper proposes a novel deep learning-based radio frequency fingerprint (RFF) identification method for internet of things (IoT) terminal authentications. Differential constellation trace figure (DCTF), a two-dimensional (2D) representation of differential relationship of signal time… read more here.
Keywords: differential constellation; learning based; trace figure; constellation trace ... See more keywords