A cybertwin based network architecture for 6G

Q Yu, J Ren, H Zhou, W Zhang - 2020 2nd 6G Wireless Summit …, 2020 - ieeexplore.ieee.org
In this paper, we first introduce a new network paradigm, called cybertwin based network
architecture for 6G, which consists a cloud-centric network architecture and a radio access …

Realizing 6G: The operational goals, enabling technologies of future networks, and value-oriented intelligent multi-dimensional multiple access

X Wang, J Mei, S Cui, CX Wang, XS Shen - IEEE Network, 2023 - ieeexplore.ieee.org
The massive deployment of the fifth generation (5G) wireless networks are significantly
accelerating the ongoing process of industrial and societal transformation. Disregard many …

Artificial intelligence for elastic management and orchestration of 5G networks

DM Gutierrez-Estevez, M Gramaglia… - IEEE wireless …, 2019 - ieeexplore.ieee.org
The emergence of 5G enables a broad set of diversified and heterogeneous services with
complex and potentially conflicting demands. For networks to be able to satisfy those needs …

6G white paper on edge intelligence

E Peltonen, M Bennis, M Capobianco… - arXiv preprint arXiv …, 2020 - arxiv.org
In this white paper we provide a vision for 6G Edge Intelligence. Moving towards 5G and
beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning …

Artificial intelligence for 6G networks: Technology advancement and standardization

MK Shehzad, L Rose, MM Butt… - IEEE Vehicular …, 2022 - ieeexplore.ieee.org
With the deployment of 5G networks, standards organizations have started working on the
design phase for 6G networks. 6G networks will be immensely complex, requiring more …

Towards energy efficient 5G networks using machine learning: Taxonomy, research challenges, and future research directions

A Mughees, M Tahir, MA Sheikh, A Ahad - Ieee Access, 2020 - ieeexplore.ieee.org
As the world pushes toward the use of greener technology and minimizes energy waste,
energy efficiency in the wireless network has become more critical than ever. The next …

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 …

Unlocking 5G spectrum potential for intelligent IoT: Opportunities, challenges, and solutions

MK Afzal, YB Zikria, S Mumtaz, A Rayes… - IEEE …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT), one of the hottest trends in technology, is transforming our future
by interconnecting everything; humans, vehicles, appliances, utilities, infrastructures, street …

6G networks and the AI revolution—Exploring technologies, applications, and emerging challenges

R Chataut, M Nankya, R Akl - Sensors, 2024 - mdpi.com
In the rapidly evolving landscape of wireless communication, each successive generation of
networks has achieved significant technological leaps, profoundly transforming the way we …

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 …