Deep Neural Networks for CSI-Based Authentication

Deep Neural Networks for CSI-Based Authentication

From the viewpoint of physical-layer authentication, spoofing attacks can be foiled by checking channel state information (CSI). Existing CSI-based authentication algorithms mostly require a deep knowledge of the channel variation to deliver decent performance. In this paper, we investigate CSI-base...

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Bibliographic Details
Main Authors: Qian Wang, Hang Li, Dou Zhao, Zhi Chen, Shuang Ye, Jiansheng Cai
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Physical layer authentication
CNN
RNN
CRNN
machine learning
Online Access:https://ieeexplore.ieee.org/document/8821278/

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