Special issue on 6G wireless systems

P Chatzimisios, D Soldani, A Jamalipour… - Journal of …, 2020 - ieeexplore.ieee.org
While 5G is currently being deployed around the globe, research on 6G is under way aiming
at addressing the coming challenges of drastic increase of wireless data traffic and support …

Five facets of 6G: Research challenges and opportunities

LH Shen, KT Feng, L Hanzo - ACM Computing Surveys, 2023 - dl.acm.org
While the fifth-generation systems are being rolled out across the globe, researchers have
turned their attention to the exploration of radical next-generation solutions. At this early …

When 5G meets deep learning: a systematic review

GL Santos, PT Endo, D Sadok, J Kelner - Algorithms, 2020 - mdpi.com
This last decade, the amount of data exchanged on the Internet increased by over a
staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …

Functional split of in-network deep learning for 6G: A feasibility study

J He, H Wu, X Xiao, R Bassoli… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
In existing mobile network systems, the data plane (DP) is mainly considered a pipeline
consisting of network elements end-to-end forwarding user data traffics. With the rapid …

Learning-driven wireless communications, towards 6G

MJ Piran, DY Suh - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
The fifth generation (5G) of wireless communication is in its infancy, and its evolving
versions will be launched over the coming years. However, according to exposing the …

Potential technologies and applications based on deep learning in the 6G networks

Z Zheng, L Wang, F Zhu, L Liu - Computers and Electrical Engineering, 2021 - Elsevier
The fifth generation (5G) networks provide high speed, low latency, and reliable
communication services, and have been making great differences in our daily life. However …

Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

Machine learning in 6G wireless communications

T Ohtsuki - IEICE Transactions on Communications, 2023 - search.ieice.org
Mobile communication systems are not only the core of the Information and Communication
Technology (ICT) infrastructure but also that of our social infrastructure. The 5th generation …

From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

[图书][B] White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020

A Samad, W Saad, R Nandana, C Kapseok… - 2020 - diva-portal.org
This white paper discusses various topics, advances, and projections regarding machine
learning (ML) in wireless communications. Sixth generation (6G) wireless communications …