Deep Learning-Aided 6G Wireless Networks: A Comprehensive Survey of Revolutionary PHY Architectures

Deep Learning-Aided 6G Wireless Networks: A Comprehensive Survey of Revolutionary PHY Architectures

Deep learning (DL) has proven its unprecedented success in diverse fields such as computer vision, natural language processing, and speech recognition by its strong representation ability and ease of computation. As we move forward to a thoroughly intelligent society with 6G wireless networks, new a...

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Bibliographic Details
Main Authors: Burak Ozpoyraz, Ali Tugberk Dogukan, Yarkin Gevez, Ufuk Altun, Ertugrul Basar
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Deep learning
6G
massive multiple-input multiple-output (MIMO)
multi-carrier (MC) waveform designs
reconfigurable intelligent surfaces (RIS)
physical layer (PHY) security
Online Access:https://ieeexplore.ieee.org/document/9905727/

Internet

https://ieeexplore.ieee.org/document/9905727/

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