Machine learning for 5G/B5G mobile and wireless communications: Potential, limitations, and future directions

ME Morocho-Cayamcela, H Lee, W Lim - IEEE access, 2019 - ieeexplore.ieee.org
Driven by the demand to accommodate today's growing mobile traffic, 5G is designed to be
a key enabler and a leading infrastructure provider in the information and communication …

Performance enhancement of FSO communication system using machine learning for 5G/6G and IoT applications

LJS Kumar, P Krishnan, B Shreya, MS Sudhakar - Optik, 2022 - Elsevier
Abstract 6G networks will provide extremely high capacity and will support a wide range of
new applications in the future, but the existing frequency bands may not be sufficient …

" Anything as a service" for 5G mobile systems

T Taleb, A Ksentini, R Jantti - IEEE Network, 2016 - ieeexplore.ieee.org
5G network architecture and its functions are yet to be defined. However, it is generally
agreed that cloud computing, network function virtualization (NFV), and software defined …

[图书][B] 6G: the road to the future wireless technologies 2030

PSR Henrique, R Prasad - 2022 - taylorfrancis.com
Since the launch of Second-Generation Networks (2G), planning for each future mobile
service was initiated many years before its commercial launch. In 2019, 5G Networks begun …

Artificial Intelligence in 6G Wireless Networks: Opportunities, Applications, and Challenges

A Alhammadi, I Shayea, AA El-Saleh… - … Journal of Intelligent …, 2024 - Wiley Online Library
Wireless technologies are growing unprecedentedly with the advent and increasing
popularity of wireless services worldwide. With the advancement in technology, profound …

The evolution of networks and management in a 6G world: An inventor's view

GM Karam, M Gruber, I Adam… - … on Network and …, 2022 - ieeexplore.ieee.org
The onset of the 6G era in telecommunications, touted to launch in 2030, is hoped to serve
many masters and deliver an unparalleled improvement in capabilities, applications …

Ten challenges in advancing machine learning technologies toward 6G

N Kato, B Mao, F Tang, Y Kawamoto… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
As the 5G standard is being completed, academia and industry have begun to consider a
more developed cellular communication technique, 6G, which is expected to achieve high …

A Large-Scale Dataset of 4G, NB-IoT, and 5G Non-Standalone Network Measurements

K Kousias, M Rajiullah, G Caso, U Ali… - IEEE …, 2023 - ieeexplore.ieee.org
Mobile networks are highly complex systems. Therefore, it is crucial to examine them from
an empirical perspective to better understand how network features affect performance, so to …

Deep learning at the mobile edge: Opportunities for 5G networks

M McClellan, C Cervelló-Pastor, S Sallent - Applied Sciences, 2020 - mdpi.com
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing,
storage, and analysis closer to the end user. The increased speeds and reduced delay …

5G on the horizon: Key challenges for the radio-access network

P Demestichas, A Georgakopoulos… - IEEE vehicular …, 2013 - ieeexplore.ieee.org
Toward the fifth generation (5G) of wireless/mobile broadband, numerous devices and
networks will be interconnected and traffic demand will constantly rise. Heterogeneity will …