Differential Complex-Valued Convolutional Neural Network-Based Individual Recognition of Communication Radiation Sources

Differential Complex-Valued Convolutional Neural Network-Based Individual Recognition of Communication Radiation Sources

Data assaults from unauthorized access to the Internet of Things will induce severe intrusion and hazard to the whole network. Employing only traditional application layer password authentication approaches cannot guarantee the security of the communication system. Therefore, it is critical to devel...

Full description

Bibliographic Details
Main Authors: Long Ying, Jingchao Li, Bin Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Radio frequency fingerprint
constellation figure
physical layer authentication
differential processing
complex-valued convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/9541341/

Internet

https://ieeexplore.ieee.org/document/9541341/

Similar Items