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eess.SP2022
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics
Renjie Xie, Wei Xu, Jiabao Yu +3
Deep learning (DL) applied to a device's radio-frequency fingerprint~(RFF) has attracted significant attention in physical-layer authentication due to its extraordinary classificat…
eess.SP2019
Radio Frequency Fingerprint Identification Based on Denoising Autoencoders
Jiabao Yu, Aiqun Hu, Fen Zhou +4
Radio Frequency Fingerprinting (RFF) is one of the promising passive authentication approaches for improving the security of the Internet of Things (IoT). However, with the prolife…