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An Overview of Radio Frequency Fingerprinting for Low-End Devices
International Journal of Mobile Computing and Multimedia Communications, 2014RF fingerprinting is proposed as a means of providing an additional layer of security for wireless devices. A masquerading or impersonation attacks can be prevented by establishing the identity of wireless transmitter using unique transmitter RF fingerprint. Unique RF fingerprints are attributable to the analog components (digital-to-analog converters,
Saeed Ur Rehman +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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Explainable RFF: Radio Frequency Fingerprint via Spectrogram Analysis
2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)Abstract: Radio Frequency Fingerprint (RFF) is a unique characteristic of radio signals impacted by hardware imperfections of the device’s radio front-end. This characteristic can be used as a security measure to identify individual devices. There are various methods to extract RFF features, ranging from statistical analysis to deep learning methods ...
Thayheng Nhem +3 more
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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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Design of a Channel Robust Radio Frequency Fingerprint Identification Scheme
IEEE Internet of Things Journal, 2023Peng Linning, Aiqun Hu, Junqing Zhang
exaly
Data-and-Knowledge Dual-Driven Radio Frequency Fingerprint Identification
IEEE Internet of Things Journal, 2023Fuhui Zhou, Zitong Zhang, Lu Yuan
exaly
Radio-Frequency Fingerprint Extraction Based on Feature Inhomogeneity
IEEE Internet of Things Journal, 2022Liting Sun +3 more
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Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa
IEEE Transactions on Information Forensics and Security, 2022Junqing Zhang +2 more
exaly