Multi-user physical layer authentication mechanism based on lightweight CNN and channel feature assistance

Multi-user physical layer authentication mechanism based on lightweight CNN and channel feature assistance

To address the problems of poor robustness and high complexity of current physical layer user authentication algorithms, a lightweight convolutional neural network (CNN) channel feature extraction algorithm was proposed to reduce the channel state response required for training by changing the form...

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Bibliographic Details
Main Authors: Yankun WANG, Dengke GUO, Dongtang MA, Jun XIONG, Xiaoying ZHANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2023-11-01
Series:Dianxin kexue
Subjects:
physical layer security
multi-user authentication
lightweight
CIR
robustness
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023240/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023240/

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