AI-RAN in 6G Networks State-of-the-Art and Challenges

NA Khan, S Schmid - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …

[HTML][HTML] Enabling technologies for AI empowered 6G massive radio access networks

M Shahjalal, W Kim, W Khalid, S Moon, M Khan, SZ Liu… - ICT Express, 2023 - Elsevier
Predictably, the upcoming six generation (6G) networks demand ultra-massive
interconnectivity comprising densely congested sustainable small-to-tiny networks. The …

User-centric C-RAN architecture for ultra-dense 5G networks: Challenges and methodologies

C Pan, M Elkashlan, J Wang, J Yuan… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Ultra-dense networks (UDNs) constitute one of the most promising techniques for supporting
the 5G mobile system. By deploying more small cells in a fixed area, the average distance …

The sky is the edge—Toward mobile coverage from the sky

NN Dao, QV Pham, DT Do… - IEEE Internet Computing, 2021 - ieeexplore.ieee.org
Witnessing the recent rapid 5G commercialization with multiple advantages in terms of high
throughput, low latency, great serviceability, and extreme density, people look forward to …

Evolution of RAN Architectures Towards 6G: Motivation, Development, and Enabling Technologies

J Chen, X Liang, J Xue, Y Sun, H Zhou… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
In this survey paper, we first provide insights on the evolution of radio access networks
(RANs) through investigating the existing paradigms and future trends towards 6G. We then …

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 …

Transforming the 5G RAN with innovation: The confluence of cloud native and intelligence

N Li, X Xu, Q Sun, J Wu, Q Zhang, G Chi… - IEEE …, 2023 - ieeexplore.ieee.org
Intelligence and cloudification are widely recognized as key driving forces in the evolution of
5G radio access network (RAN). This paper presents a promising architecture framework for …

[图书][B] 5G Radio Access Network Architecture: The Dark Side of 5G

S Sirotkin - 2020 - books.google.com
Discover how the NG-RAN architecture is, and isn't, ready for the challenges introduced by
5G 5G Radio Access Network Architecture: The Dark Side of 5G explores foundational and …

Intelligent ran automation for 5g and beyond

Q Sun, N Li, I Chih-Lin, J Huang… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
5G is becoming more agile and inevitably more complicated for supporting various
deployment scenarios and diversified applications. Artificial Intelligence (AI) is becoming …

[HTML][HTML] 5G radio access networks: A survey

VS Pana, OP Babalola, V Balyan - Array, 2022 - Elsevier
The fifth generation (5G) technology improves the user experience and creates new
possibilities for a variety of applications, including transportation, device-to-device …