Security, Privacy, and Trust for Open Radio Access Networks in 6G

P Porambage, M Christopoulou, B Han… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The programmability of radio access networks was already introduced in the fifth generation
of mobile networks by leading the pathway towards the Open RAN. To cater the stringent …

Energy consumption of machine learning enhanced open RAN: A comprehensive review

X Liang, Q Wang, A Al-Tahmeesschi, S Chetty… - IEEE …, 2024 - ieeexplore.ieee.org
The Open Radio Access Network (RAN) emerges as a revolutionary architecture promising
unprecedented levels of openness, flexibility, and intelligence within radio access networks …

A Survey on AI-driven Energy Optimisation in Terrestrial Next Generation Radio Access Networks

K Sthankiya, N Saeed, G McSorley, M Jaber… - IEEE …, 2024 - ieeexplore.ieee.org
This survey uncovers the tension between AI techniques designed for energy saving in
mobile networks and the energy demands those same techniques create. We compare …

Towards Energy Efficient RAN: From Industry Standards to Trending Practice

L Kundu, X Lin, R Gadiyar - arXiv preprint arXiv:2402.11993, 2024 - arxiv.org
As 5G deployments continue throughout the world, concerns regarding its energy
consumption have gained significant traction. This article focuses on radio access networks …

Energy efficiency and interoperability through O-RAN Rapid Transition Protocol (ORTP)

K Ashfaq, GA Safdar - Computer Networks, 2024 - Elsevier
Mobile network traffic is increasing accompanied by increased energy consumption.
Traditional Radio Access Networks (RANs) have been used for decades as the foundation …

Design and Evaluation of Deep Reinforcement Learning for Energy Saving in Open RAN

M Bordin, A Lacava, M Polese, S Satish… - arXiv preprint arXiv …, 2024 - arxiv.org
Next-generation wireless systems, already widely deployed, are expected to become even
more prevalent in the future, representing challenges in both environmental and economic …

Enhancing Energy Efficiency in O-RAN Through Intelligent xApps Deployment

X Liang, A Al-Tahmeesschi, Q Wang, S Chetty… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of 5G technology presents an unprecedented challenge in managing the
energy consumption of densely deployed network infrastructures, particularly Base Stations …

Energy Efficiency And Fault Tolerance In Open RAN And Future Internet

S Urumkar, B Ramamurthy… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Open Radio Access Networks (Open RAN) represent a promising technological
advancement within the realm of the future internet. Research efforts are currently directed …

[PDF][PDF] Energy Consumption of Machine Learning Enhanced Open RAN: A Comprehensive

X LIANG, Q WANG, A AL-TAHMEESSCHI, SB CHETTY… - 2024 - yo-ran.org
ABSTRACT The Open Radio Access Network (RAN) emerges as a revolutionary
architecture promising unprecedented levels of openness, flexibility, and intelligence within …

Power Modeling of the O-RAN O-RU & Application of Advanced Sleep Modes for Enhanced Energy Efficiency

MQ Usman, CJ Sreenan, M Dryjanski, A O'Driscoll - Authorea Preprints, 2024 - techrxiv.org
Open Radio Access Networks (O-RAN) enhance RAN flexibility, interoperability, and
intelligence by introducing open interfaces, disaggregation of RAN components, and …