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Deep learning-enhanced radio frequency fingerprint identification [PDF]
Radio frequency fingerprint identification (RFFI) is a promising authentication technique for Internet of Things (IoT) devices. The wireless transmitter chain of an IoT device consists of analog components that inevitably deviate from nominal values ...
Guanxiong Shen +2 more
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Radio Frequency Fingerprint Identification Method in Wireless Communication
2018The Radio frequency fingerprinting (RFF) generation mechanism is analyzed in this paper. It is proved to be a secure means for network security access. At the same time, the method of RFF extraction is also given. The characteristics of RFF are analyzed theoretically.
Zhe Li, Yanxin Yin, Lili Wu
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Radio frequency fingerprinting techniques for device identification: a survey
International Journal of Information Security, 2023Sohail Abbas +5 more
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2012 IEEE International Conference on Communications (ICC), 2012
Cognitive radio (CR) networks provide an open architecture for effectively utilizing communication resources through flexible opportunistic spectrum access methods. To successfully realize its benefits and minimize the misuses of a CR network, distinguishing radio/user classes (legacy radios/users versus secondary radios/users) and individual radio ...
Nansai Hu, Yu-Dong Yao
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Cognitive radio (CR) networks provide an open architecture for effectively utilizing communication resources through flexible opportunistic spectrum access methods. To successfully realize its benefits and minimize the misuses of a CR network, distinguishing radio/user classes (legacy radios/users versus secondary radios/users) and individual radio ...
Nansai Hu, Yu-Dong Yao
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Incremental Learning for Radio Frequency Fingerprint Identification
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2021Di Liu, Chuan Liu, Maosen Yuan
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Radio Frequency Fingerprints Identification based on GAN Networks
2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2023Weilin Zhu +5 more
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Radio Frequency Fingerprint Identification Method Based on Ensemble Learning
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2022Yu Huang, Pengfei Liu, Jie Yang 0027
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A Lightweight Radio Frequency Fingerprint Extraction Scheme for Device Identification
2023 IEEE Wireless Communications and Networking Conference (WCNC), 2023Lili Song +3 more
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Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things
IEEE Communications Magazine, 2023Junqing Zhang +3 more
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A practical radio frequency fingerprinting scheme for mobile phones identification
Physical Communication, 2022Yang Yang 0116, Aiqun Hu, Jiabao Yu
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