Can machine learning aid in delivering new use cases and scenarios in 5G?

TS Buda, H Assem, L Xu, D Raz… - NOMS 2016-2016 …, 2016 - ieeexplore.ieee.org
5G represents the next generation of communication networks and services, and will bring a
new set of use cases and scenarios. These in turn will address a new set of challenges from …

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

S Zhang, D Zhu - Computer Networks, 2020 - Elsevier
Abstract 6G is expected to support the unprecedented Internet of everything scenarios with
extremely diverse and challenging requirements. To fulfill such diverse requirements …

A survey of 5G network systems: challenges and machine learning approaches

H Fourati, R Maaloul, L Chaari - International Journal of Machine Learning …, 2021 - Springer
Abstract 5G cellular networks are expected to be the key infrastructure to deliver the
emerging services. These services bring new requirements and challenges that obstruct the …

[HTML][HTML] Big data perspective and challenges in next generation networks

K Sultan, H Ali, Z Zhang - Future Internet, 2018 - mdpi.com
With the development towards the next generation cellular networks, ie, 5G, the focus has
shifted towards meeting the higher data rate requirements, potential of micro cells and …

Unveiling the Potential of Artificial Intelligence and Machine Learning in the 5G Network Landscape: A Comprehensive Review

S Rizvi - Asian Journal of Research in Computer …, 2023 - publications.article4sub.com
Exploring successful case studies, scholars and industry experts concur that artificial
intelligence (AI) and 5G technology, as holistic solutions, exhibit remarkable efficiency. The …

A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges

AT Jawad, R Maaloul, L Chaari - Computer Networks, 2023 - Elsevier
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …

Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology

M Abd Elaziz, MAA Al‐qaness, A Dahou… - … : Data Mining and …, 2024 - Wiley Online Library
The sixth generation (6G) represents the next evolution in wireless communication
technology and is currently under research and development. It is expected to deliver faster …

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 …

AI/ML for beyond 5G systems: Concepts, technology enablers & solutions

T Taleb, C Benzaïd, RA Addad, K Samdanis - Computer Networks, 2023 - Elsevier
Abstract 5G brought an evolution on the network architecture employing the service-based
paradigm, enabling flexibility in realizing customized services across different technology …

Artificial intelligence and machine learning in 5G and beyond: a survey and perspectives

A Haidine, FZ Salmam, A Aqqal… - … technologies for 5G and …, 2021 - books.google.com
The deployment of 4G/LTE (Long Term Evolution) mobile network has solved the major
challenge of high capacities, to build real broadband mobile Internet. This was possible …