A Data-Independent Radio Frequency Fingerprint Extraction Scheme

Yang Yang,Aiqun Hu,Yuexiu Xing,Jiabao Yu,Zhen Zhang

IEEE Wireless Communications Letters（2021）

引用 15|浏览9

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摘要

Radio frequency fingerprint (RFF) has been utilized to mitigate spoofing attacks in open wireless environments, making use of the inherent characteristics of hardware. However, most existing RFF technologies are data-dependent, e.g., based on preambles or synchronization sequences. In this letter, we propose a novel data-independent RFF extraction scheme, called Least mean square-based Adaptive Fi...

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关键词

Zigbee,Feature extraction,Convergence,Stacking,Data mining,Radio transmitters,Phase noise

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