Physical-Layer Hardware Authentication of Constellation Impairments Using Deep Learning

Liuming Zhang,Xinran Huang,Zhi Chai,Zanwei Shen,Xuelin Yang

2022 20th International Conference on Optical Communications and Networks (ICOCN)（2022）

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摘要

A physical-layer hardware authentication is proposed using I/Q constellation impairments, where the identification accuracy of 98% (SNR@15dB) is achieved with residual networks.

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关键词

Physical-layer authentication,I/Q imbalance,deep learning

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