A Review of Radio Frequency Fingerprinting Methods Based on Raw I/Q and Deep Learning

The hardware imperfection can generate a unique fingerprint of the trasmitter, and it is attached to the radio signal. The unique attribute of transmitter can be used for Radio Frequency Fingerprinting (RFF). Due to the unknown channel conditional and the lack of prior information such as modulation...

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Bibliografiske detaljer

Principais autores:	Xiang CHEN, Liandong WANG, Xiong XU, Xujian SHEN, Yuntian FENG
Format:	Artigo
Sprog:	Inglês
Udgivet:	China Science Publishing & Media Ltd. (CSPM) 2023-02-01
Serier:	Leida xuebao
Fag:	radio frequency fingerprinting (rff) specifical emitter identification (sei) deep learning (dl) convolution neural network (cnn) geometric deep learning
Online adgang:	https://radars.ac.cn/cn/article/doi/10.12000/JR22140
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