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 …
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 …
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
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 …
mobile networks and the energy demands those same techniques create. We compare …
Towards Energy Efficient RAN: From Industry Standards to Trending Practice
As 5G deployments continue throughout the world, concerns regarding its energy
consumption have gained significant traction. This article focuses on radio access networks …
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 …
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
Next-generation wireless systems, already widely deployed, are expected to become even
more prevalent in the future, representing challenges in both environmental and economic …
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 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 …
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 …
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 …
intelligence by introducing open interfaces, disaggregation of RAN components, and …