Deep learning approach for physical-layer security in Gaussian multiple access wiretap channel

Deep learning approach for physical-layer security in Gaussian multiple access wiretap channel

Deep learning (DL) has exhibited great potential in communication systems. Recent advances in DL-based physical-layer techniques have shown that the communication system can be modeled as an autoencoder (AE), which performs end-to-end learning tasks. In this article, we investigate an AE-based deep...

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Bibliographic Details
Main Authors: Emmanuel Obeng Frimpong, Taehoon Kim, Inkyu Bang
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:ICT Express
Subjects:
Physical-layer security
Deep learning
Gaussian wiretap channel
Multiple access channel
Loss function
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959522001667

Internet

http://www.sciencedirect.com/science/article/pii/S2405959522001667

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