[HTML][HTML] Emerging techniques and applications for 5G networks and beyond

VD Nguyen, TQ Duong, QT Vien - Mobile Networks and Applications, 2020 - Springer
It is predicted that 50 billion devices will be connected to the Internet by 2020, and the
number of mobile-connected devices will exceed 11.5 billion by 2019. These growth …

An optimal multitier resource allocation of cloud RAN in 5G using machine learning

AK Bashir, R Arul, S Basheer, G Raja… - Transactions on …, 2019 - Wiley Online Library
The networks are evolving drastically since last few years in order to meet user
requirements. For example, the 5G is offering most of the available spectrum under one …

An artificial intelligence enabled f-ran testbed

Z Lu, Z Hu, Z Han, L Wang, R Knopp… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
F-RAN is regarded as a promising paradigm for mobile networks to alleviate the
unprecedented traffic pressures and meet quality of service requirements of various 5G …

How crucial is it for 6G networks to be autonomous?

N Adem, A Benfaid, R Harib, A Alarabi - arXiv preprint arXiv:2106.06949, 2021 - arxiv.org
The sixth generation (6G), unlike any of the previous generations, is envisioned by 2030 to
connect everything. Moreover, in addition to the new use cases, 6G is expected to support, it …

Embracing AI in 5G-Advanced toward 6G: A joint 3GPP and O-RAN perspective

X Lin, L Kundu, C Dick… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) has emerged as a powerful technology that improves system
performance and enables new features in 5G and beyond. Standardization-defining …

[HTML][HTML] An architecture and performance evaluation framework for artificial intelligence solutions in beyond 5G radio access networks

GP Koudouridis, Q He, G Dán - EURASIP Journal on Wireless …, 2022 - Springer
The evolution of mobile communications towards beyond 5th-generation (B5G) networks is
envisaged to incorporate high levels of network automation. Network automation requires …

The roadmap to 6G: AI empowered wireless networks

KB Letaief, W Chen, Y Shi, J Zhang… - IEEE communications …, 2019 - ieeexplore.ieee.org
The recent upsurge of diversified mobile applications, especially those supported by AI, is
spurring heated discussions on the future evolution of wireless communications. While 5G is …

Toward an ai-enabled o-ran-based and sdn/nfv-driven 5g& iot network era

BS Lin - Network and Communication Technologies, 2021 - scholar.nycu.edu.tw
Abstract Artificial Intelligent Technology has impacted tremendously in the areas of high
performance computing, and network and communicatons industries. The advantages of a …

Harmonizing artificial intelligence with radio access networks: Advances, case study, and open issues

Y Sun, M Peng, Y Ren, L Chen, L Yu, S Suo - IEEE Network, 2021 - ieeexplore.ieee.org
Driven by the demands of efficient network operation and high service availability, the
convergence of artificial intelligence (AI) with radio access networks (RANs) has drawn …

Uncovering latency anomalies in 5G RAN-A combination learner approach

T Sundqvist, M Bhuyan… - 2022 14th International …, 2022 - ieeexplore.ieee.org
The fifth generation (5G) RAN is a complex system consisting of virtualized and distributed
parts with many concurrent threads interacting. Several services are time critical, and it is …