Results 1 to 10 of about 15,473,053 (283)

Multi-Agent Team Learning in Virtualized Open Radio Access Networks (O-RAN) [PDF]

open access: yesSensors, 2022
Starting from the concept of the Cloud Radio Access Network (C-RAN), continuing with the virtual Radio Access Network (vRAN) and most recently with the Open RAN (O-RAN) initiative, Radio Access Network (RAN) architectures have significantly evolved in ...
Pedro Enrique Iturria-Rivera   +4 more
doaj   +3 more sources

Energy-Aware Dynamic DU Selection and NF Relocation in O-RAN Using Actor–Critic Learning [PDF]

open access: yesSensors, 2022
Open radio access network (O-RAN) is one of the promising candidates for fulfilling flexible and cost-effective goals by considering openness and intelligence in its architecture. In the O-RAN architecture, a central unit (O-CU) and a distributed unit (O-
Shahram Mollahasani   +3 more
doaj   +2 more sources

Recent Advances in Machine Learning for Network Automation in the O-RAN [PDF]

open access: yesSensors, 2023
The evolution of network technologies has witnessed a paradigm shift toward open and intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as a promising solution.
Mutasem Q. Hamdan   +17 more
doaj   +2 more sources

Open RAN—Radio Access Network Evolution, Benefits and Market Trends

open access: yesApplied Sciences (Switzerland), 2022
Open RAN (radio access network) movement is perceived as a game changer, having robust potential to introduce shifts in mobile radio access networks towards tailor-made solutions based on the architecture decomposition.
Miroslaw Klinkowski, Igor Michalski
exaly   +3 more sources

Toward Greener 5G and Beyond Radio Access Networks—A Survey

open access: yesIEEE Open Journal of the Communications Society, 2023
Mobile network traffic is increasing and so is the energy consumption. The Radio Access Network (RAN) part is responsible for the largest share of the mobile network energy consumption, and thus; an important consideration when expanding mobile networks ...
Line M. P. Larsen   +3 more
doaj   +1 more source

Deep Learning for B5G Open Radio Access Network: Evolution, Survey, Case Studies, and Challenges

open access: yesIEEE Open Journal of the Communications Society, 2022
Open Radio Access Network (O-RAN) alliance was recently launched to devise a new RAN architecture featuring open, software-driven, virtual, and intelligent radio access architecture. O-RAN architecture is based on (1) disaggregated RAN functions that run
Bouziane Brik   +2 more
doaj   +1 more source

Improving patients with chronic lower limb arterial ischaemia

open access: yesJournal of Education, Health and Sport, 2019
Atherosclerosis of the lower limb arteries is the cause of ischemia in their area. Improper supply of nutrients to the leg muscles by blood results in pain, in particular those that intensify during exercise, when the nutritional need increases in the ...
Anna Karpińska, Ewa Karpińska
doaj   +3 more sources

Analysis of health behaviours among athletes and football players

open access: yesJournal of Education, Health and Sport, 2019
Introduction: Sport is considered one of the oldest educational areas and forms of entertainment for mankind since antiquity. Over time, many new sports have been distinguished, among which,the most popular in Poland are: athletics and football.
Anna Karpińska
doaj   +3 more sources

Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases

open access: yesIEEE Access, 2022
Driven by the emerging trend for transparent, open and programmable communications, Open Radio Access Network (O-RAN) constitutes the dominant architectural approach for deploying the future wireless networks.
Anastasios Giannopoulos   +7 more
doaj   +1 more source

Experimental Evaluation of Multi-Vendor 5G Open RANs: Promises, Challenges, and Lessons Learned

open access: yesIEEE Access
Open Radio Access Network (Open RAN) is a new paradigm shift envisaged for the future RAN, which is composed of disaggregated and virtualised RAN functions that are interconnected via open interfaces, and can be configured to optimise network performance
Farhad Mehran   +2 more
doaj   +1 more source

Home - About - Disclaimer - Privacy