[HTML][HTML] Emerging technologies for 6G communication networks: Machine learning approaches

AA Puspitasari, TT An, MH Alsharif, BM Lee - Sensors, 2023 - mdpi.com
The fifth generation achieved tremendous success, which brings high hopes for the next
generation, as evidenced by the sixth generation (6G) key performance indicators, which …

Recent Advancements in Applications of Artificial Intelligence and Machine Learning for 5G Technology: A Review

A Nyalapelli, S Sharma, P Phadnis… - … on Paradigm Shifts …, 2023 - ieeexplore.ieee.org
As the fifth generation (5G) of wireless communication rolls out worldwide, conceptualized
use cases and disruptive industry solutions are being deployed to offer smooth, frictionless …

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 …

[PDF][PDF] Artificial intelligence driven 5g and beyond networks

AR Abdellah, A Koucheryavy - Telecom IT, 2022 - sut.ru
5G networks and beyond are expected to meet numerous service requirements in various
aspects of our daily lives. At the same time, the functional complexity of 5G …

Machine learning for QoE management in future wireless networks

G Kougioumtzidis, V Poulkov, Z Zaharis… - … Symposium of the …, 2021 - ieeexplore.ieee.org
The growth in volume and heterogeneity of accessible services in future wireless networks
(FWNs), imposes pressure to communication service providers (CSPs) to expand their …

[HTML][HTML] Wireless technologies towards 6G

R Campos, M Ricardo, A Pouttu, LM Correia - EURASIP Journal on …, 2023 - Springer
Abstract This Special Issue originates from the international conference 2021 Joint EuCNC
& 6G Summit (Joint European Conference on Networks and Communications and 6G …

A survey on deep learning for ultra-reliable and low-latency communications challenges on 6G wireless systems

A Salh, L Audah, NSM Shah, A Alhammadi… - IEEE …, 2021 - ieeexplore.ieee.org
The sixth generation (6G) wireless communication network presents itself as a promising
technique that can be utilized to provide a fully data-driven network evaluating and …

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 …

Artificial intelligence in beyond 5G and 6G reliable communications

A Nauman, TN Nguyen, YA Qadri… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The rapid increase in heterogeneous data traffic with the ongoing development of self-
organizing and self-sustaining networks exposes the limitations of the fifth generation (5G) …

Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core

J Lee, F Solat, TY Kim, HV Poor - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
The fifth generation (5G) and beyond wireless networks are envisioned to provide an
integrated communication and computing platform that will enable multipurpose and …