[HTML][HTML] A survey on open radio access networks: Challenges, research directions, and open source approaches

W Azariah, FA Bimo, CW Lin, RG Cheng, N Nikaein… - Sensors, 2024 - mdpi.com
The open radio access network (RAN) aims to bring openness and intelligence to the
traditional closed and proprietary RAN technology and offer flexibility, performance …

Review and perspectives of micro/nano technologies as key-enablers of 6G

J Iannacci, HV Poor - IEEE Access, 2022 - ieeexplore.ieee.org
To date, the rollout of 5G (5 th generation of mobile communications) has been ongoing for
more than two years, with most of it still to come. Meanwhile, Key-Performance Indicators …

[HTML][HTML] Multi-agent team learning in virtualized open radio access networks (o-ran)

PE Iturria-Rivera, H Zhang, H Zhou, S Mollahasani… - Sensors, 2022 - mdpi.com
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) …

[HTML][HTML] A reference architecture for cloud–edge meta-operating systems enabling cross-domain, data-intensive, ML-assisted applications: Architectural overview and …

P Trakadas, X Masip-Bruin, FM Facca, ST Spantideas… - Sensors, 2022 - mdpi.com
Future data-intensive intelligent applications are required to traverse across the cloud-to-
edge-to-IoT continuum, where cloud and edge resources elegantly coordinate, alongside …

Rlops: Development life-cycle of reinforcement learning aided open ran

P Li, J Thomas, X Wang, A Khalil, A Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
Radio access network (RAN) technologies continue to evolve, with Open RAN gaining the
most recent momentum. In the O-RAN specifications, the RAN intelligent controllers (RICs) …

Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

Uplink NOMA for UAV-aided maritime Internet-of-Things

N Nomikos, A Giannopoulos… - … Conference on the …, 2023 - ieeexplore.ieee.org
Maritime activities are vital for economic growth, being further accelerated by various
emerging maritime Internet of Things (IoT) use cases, including smart ports, autonomous …

[HTML][HTML] Misconfiguration in O-RAN: Analysis of the impact of AI/ML

NM Yungaicela-Naula, V Sharma, S Scott-Hayward - Computer Networks, 2024 - Elsevier
User demand on network communication infrastructure has never been greater with
applications such as extended reality, holographic telepresence, and wireless brain …

5G/5G+ network management employing AI-based continuous deployment

M Panek, A Pomykała, I Jabłoński, M Woźniak - Applied Soft Computing, 2023 - Elsevier
Purpose: The paper proposes a novel concept of deployment process dedicated to
continuous development, integration, testing, and upgrading the software-defined AI/ML …

Optimizing the energy efficiency using quantum based load balancing in open radio access networks

Y Al-Karawi, H Al-Raweshidy, R Nilavalan - IEEE Access, 2024 - ieeexplore.ieee.org
The open radio access network (ORAN) aims to improve network efficiency by reducing
latency through the distributed unit (DU) and virtualization in the central unit (CU). However …