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 …

AI-enabled intelligent resource management in 6G

V Ponnusamy, A Vasuki - AI and Blockchain Technology in 6G Wireless …, 2022 - Springer
The next-generation 6G mobile networks are likely to be intelligent, highly dynamic, and
extremely low latency to satisfy the needs of different diversified applications. With the …

[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 …

Towards 6G Technology: Insights into Resource Management for Cloud RAN Deployment

SF Ismail, DJ Kadhim - IoT, 2024 - mdpi.com
Rapid advancements in the development of smart terminals and infrastructure, coupled with
a wide range of applications with complex requirements, are creating traffic demands that …

Artificial intelligence in 5G and beyond networks

D Tsolkas, H Koumaras, AS Charismiadis… - Applied Edge …, 2022 - taylorfrancis.com
New cutting-edge technologies that require fast data speeds, ultra-low latency, and high
reliability are envisaged by the introduction of 5G wireless communications systems. It is …

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 …

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 …

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 …

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 …

Towards a Scalable 5G RAN Central Unit

C Wei, A Kak, N Choi, T Wood - IEEE INFOCOM 2023-IEEE …, 2023 - ieeexplore.ieee.org
The radio access network (RAN) connects mobile users to the core network. As the
complexity of the RAN has increased with the shift towards 5G and beyond, the need for …