[HTML][HTML] Toward intelligent wireless communications: Deep learning-based physical layer technologies

S Liu, T Wang, S Wang - Digital Communications and Networks, 2021 - Elsevier
… of wireless communications. In this article, we provide a literature review on the applications
of DL in the physical layer. … recent DL-based physical layer technologies, including both DL-…

A survey of physical layer techniques for secure wireless communications in industry

P Angueira, I Val, J Montalban, Ó Seijo… - … Communications …, 2022 - ieeexplore.ieee.org
… with the PHY layer. At this point, it is essential to note that current PHY-security techniques
still … provide some general lessons learned for wireless communications PHY security design. …

Deep learning for wireless physical layer: Opportunities and challenges

T Wang, CK Wen, H Wang, F Gao… - … Communications, 2017 - ieeexplore.ieee.org
… cation of DL methods to the physical layer of wireless communication systems to replace …
to the physical layer of wireless communication systems to replace parts of the conventional …

Intelligent radio for next generation wireless communications: An overview

QY Yu, HC Lin, HH Chen - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
… To implement AI based BSs and the core network, there are many open issues remained to
be investigated from physical layer communication theories to upper-layer protocol designs. …

A survey on reconfigurable intelligent surface for physical layer security of next-generation wireless communications

R Kaur, B Bansal, S Majhi, S Jain… - … Vehicular Technology, 2024 - ieeexplore.ieee.org
… the rising need for ubiquitous secure wireless connectivity. One of the promising technologies
for 6G wireless communication is the reconfigurable intelligent surface (RIS) concept that …

Securing wireless communications of the internet of things from the physical layer, an overview

J Zhang, TQ Duong, R Woods, A Marshall - Entropy, 2017 - mdpi.com
… IoT wireless communications at the physical layer, specifically the key topics of key
generation and physical layer … effective IoT wireless security. Future research to make IoT-based …

Safeguarding 5G wireless communication networks using physical layer security

N Yang, L Wang, G Geraci, M Elkashlan… - … Communications …, 2015 - ieeexplore.ieee.org
… in the implementation of mmWave communication systems. We believe that the investigation
of physical layer security in mmWave communication systems is a very promising and …

[PDF][PDF] Key techniques for 5G wireless communications: network architecture, physical layer, and MAC layer perspectives

Z Ma, ZQ Zhang, ZG Ding… - Science CHINA …, 2015 - personalpages.manchester.ac.uk
… The most suitable network coding form for wireless communications is physical layer
network coding. The collision of signals in air can be viewed as the process of network coding …

DeepReceiver: A deep learning-based intelligent receiver for wireless communications in the physical layer

S Zheng, S Chen, X Yang - … on Cognitive Communications and …, 2020 - ieeexplore.ieee.org
physical layer receiver, in this paper, we introduce the deep learning (DL) technology [4] …
and other fields to the design of communication receiver. The reason why deep learning is …

Deep learning in physical layer communications

Z Qin, H Ye, GY Li, BHF Juang - … Wireless Communications, 2019 - ieeexplore.ieee.org
… Moreover, the passion on developing artificial intelligence-… based wireless communications.
This article will identify the gains that DL can bring to wireless physical layer communications