Title
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning
Abstract
Radio frequency fingerprint identification (RFFI) is an emerging device authentication technique that relies on the intrinsic hardware characteristics of wireless devices. This paper designs a deep learning-based RFFI scheme for Long Range (LoRa) systems. Firstly, the instantaneous carrier frequency offset (CFO) is found to drift, which could result in misclassification and significantly compromis...
Year
DOI
Venue
2021
10.1109/JSAC.2021.3087250
IEEE Journal on Selected Areas in Communications
Keywords
DocType
Volume
Deep learning,Spectrogram,Signal representation,Time-frequency analysis,Hardware,Authentication,Wireless communication
Journal
39
Issue
ISSN
Citations 
8
0733-8716
4
PageRank 
References 
Authors
0.43
0
5
Name
Order
Citations
PageRank
Guanxiong Shen141.45
Junqing Zhang220017.82
Alan Marshall322528.87
Linning Peng45911.33
Xianbin Wang52365223.86