6G: The next horizon: From connected people and things to connected intelligence

B Rong - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
This book presents an in-depth technical understanding of 6G wireless networks. It not only
discusses cutting-edge wireless services and technologies, but also sheds light on the …

Big data analytics, machine learning, and artificial intelligence in next-generation wireless networks

MG Kibria, K Nguyen, GP Villardi, O Zhao… - IEEE …, 2018 - ieeexplore.ieee.org
The next-generation wireless networks are evolving into very complex systems because of
the very diversified service requirements, heterogeneity in applications, devices, and …

6G vision: An AI-driven decentralized network and service architecture

X Qiao, Y Huang, S Dustdar, J Chen - IEEE Internet Computing, 2020 - ieeexplore.ieee.org
Recently, following the rapid commercial deployment of 5G networks, next-generation
mobile communication technology (6G) has been attracting increasing attention from global …

HetMEC: Heterogeneous multi-layer mobile edge computing in the 6 G era

Y Zhang, B Di, P Wang, J Lin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Driven by an increasing number of mobile applications, mobile edge computing (MEC) has
been considered as a promising candidate to support the huge amount of data processing …

Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
5G wireless communication networks are currently being deployed, and B5G networks are
expected to be developed over the next decade. AI technologies and, in particular, ML have …

The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G

M Merluzzi, T Borsos, N Rajatheva, AA Benczúr… - IEEE …, 2023 - ieeexplore.ieee.org
This paper provides an overview of the most recent advancements and outcomes of the
European 6G flagship project Hexa-X, on the topic of in-network Artificial Intelligence (AI) …

Machine learning techniques for 5G and beyond

J Kaur, MA Khan, M Iftikhar, M Imran, QEU Haq - IEEE Access, 2021 - ieeexplore.ieee.org
Wireless communication systems play a very crucial role in modern society for
entertainment, business, commercial, health and safety applications. These systems keep …

Actions at the edge: Jointly optimizing the resources in multi-access edge computing

Y Deng, X Chen, G Zhu, Y Fang… - IEEE wireless …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) is an emerging paradigm that pushes resources for
sensing, communications, computing, storage, and intelligence to the premises closer to the …

A prospective look: Key enabling technologies, applications and open research topics in 6G networks

L Bariah, L Mohjazi, S Muhaidat, PC Sofotasios… - IEEE …, 2020 - ieeexplore.ieee.org
The fifth generation (5G) mobile networks are envisaged to enable a plethora of
breakthrough advancements in wireless technologies, providing support of a diverse set of …

Survey on multi-access edge computing for internet of things realization

P Porambage, J Okwuibe, M Liyanage… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) has recently advanced from an experimental technology to what
will become the backbone of future customer value for both product and service sector …