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 communications in the era of big data

S Bi, R Zhang, Z Ding, S Cui - IEEE communications magazine, 2015 - ieeexplore.ieee.org
… Machine Learning — The main objective of machine learning is to establish a functional …
Among the many useful techniques in machine learning applied to wireless communications, …

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 …

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

S Liu, T Wang, S Wang - Digital Communications and Networks, 2021 - Elsevier
… machine learning and big data, has recently shown great potential in the study of wireless
communications. … limitations as the physical layer becomes particularly complex in the 5G era. …

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. …

Towards IoT Era with current and Future Wireless Communication Technologies: An Overview

RA Sadek, HM Elbadawy - 2022 39th National Radio Science …, 2022 - ieeexplore.ieee.org
communication and wireless-based IoT communication. There are several popular wired and
wireless communication … In our opinion, blockchain, and machine learning need to receive …

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 …