AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …

Intelligence-endogenous networks: Innovative network paradigm for 6G

F Zhou, W Li, Y Yang, L Feng, P Yu… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Feature applications envisioned in the 6G era, represented by holographic communication,
full-sensing communication, intelligent transportation, and intelligent manufacturing in terms …

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 …

Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G

G Zhu, Z Lyu, X Jiao, P Liu, M Chen, J Xu, S Cui… - Science China …, 2023 - Springer
Pushing artificial intelligence (AI) from central cloud to network edge has reached board
consensus in both industry and academia for materializing the vision of artificial intelligence …

Artificial intelligence applications and self-learning 6G networks for smart cities digital ecosystems: Taxonomy, challenges, and future directions

L Ismail, R Buyya - Sensors, 2022 - mdpi.com
The recent upsurge of smart cities' applications and their building blocks in terms of the
Internet of Things (IoT), Artificial Intelligence (AI), federated and distributed learning, big data …

Toward experience-driven traffic management and orchestration in digital-twin-enabled 6G networks

M Tariq, F Naeem, HV Poor - arXiv preprint arXiv:2201.04259, 2022 - arxiv.org
The envisioned 6G networks are expected to support extremely high data rates, low-latency,
and radically new applications empowered by machine learning. The futuristic 6G networks …

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 …

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 …

Zero touch realization of pervasive artificial intelligence as a service in 6G networks

E Baccour, MS Allahham, A Erbad… - IEEE …, 2023 - ieeexplore.ieee.org
The vision of the upcoming 6G technologies, characterized by ultra-dense networks, low
latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero …

AI for beyond 5G networks: A cyber-security defense or offense enabler?

C Benzaïd, T Taleb - IEEE network, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) is envisioned to play a pivotal role in empowering intelligent,
adaptive and autonomous security management in 5G and beyond networks, thanks to its …