Deep learning era for future 6G wireless communications—theory, applications, and challenges

SKB Sangeetha, R Dhaya - … for wireless communication and …, 2022 - Wiley Online Library
… to wireless communication that would … learning customized for 6G wireless communication
and to help researchers to facilitate the 6G wireless networks driven by profound learning. …

Wireless networks design in the era of deep learning: Model-based, AI-based, or both?

A Zappone, M Di Renzo… - … on Communications, 2019 - ieeexplore.ieee.org
learning based on artificial neural networks will be an indispensable tool for the design and
operation of future wireless communication … of future wireless communication networks is …

Distributed learning for wireless communications: Methods, applications and challenges

L Qian, P Yang, M Xiao, OA Dobre… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
… tures, distributed learning plays an irreplaceable role in the era of wireless networks with
a plethora of smart terminals, an explosion of information volume and increasingly sensitive …

Toward an intelligent edge: Wireless communication meets machine learning

G Zhu, D Liu, Y Du, C You, J Zhang… - IEEE communications …, 2020 - ieeexplore.ieee.org
wireless communication community for the upcoming era of edge intelligence. The introduced
learning-driven communicationcommunication latency bottleneck and lead to fast edge …

When machine learning meets big data: A wireless communication perspective

Y Liu, S Bi, Z Shi, L Hanzo - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
… for modern machine-learning methods in wireless communication. By categorizing the various
… Cui, “Wireless communications in the era of big data,” IEEE Commun. Mag., vol. 53, no. …

Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
… In this section, we focus on machine learning for intelligent wireless communications.
Resources in the wireless environments recognized by the perception capability and …

Learning-driven wireless communications, towards 6G

MJ Piran, DY Suh - … Computing, Electronics & Communications …, 2019 - ieeexplore.ieee.org
… followings are some predicted services that will be offered by mobile phone at the 6G era. …
AI can contribute to the next generation of wireless communications. As a result, we conclude …

A New Era for Wireless Communications Physical Layer: A Data-Driven Learning-Based Approach

A Al-Baidhani - 2022 - search.proquest.com
… a learning-based-approach for the wireless communications … (AI), particularly deep learning,
to increase the PHY layer … This study will investigate why, where, and how this learning

Data Sets For Machine Learning In Wireless Communications And Networks

C Fischione, M Chafii, Y Deng… - IEEE Communications …, 2023 - ieeexplore.ieee.org
… potential of data-driven methods, specifically Machine Learning (ML), to usher in a new era
of intelligent design and decision-making in wireless networks. ML’s data-driven techniques …

Grand challenges in wireless communications

DB Da Costa, HC Yang - Frontiers in Communications and Networks, 2020 - frontiersin.org
… and the Internet, wireless communications fundamentally … the dominating theme of wireless
communications and recently … technical challenges to wireless communications. New service …