[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 …

Intelligent O-RAN Beyond 5G: Architecture, Use Cases, Challenges, and Opportunities

S Marinova, A Leon-Garcia - IEEE Access, 2024 - ieeexplore.ieee.org
Open RAN (Radio Access Network) is revolutionizing the telecom space by introducing a
framework based on the concepts of virtualization and openness. O-RAN fosters virtualized …

Conflict mitigation framework and conflict detection in O-RAN near-RT RIC

C Adamczyk, A Kliks - IEEE Communications Magazine, 2023 - ieeexplore.ieee.org
The steady evolution of the Open RAN concept sheds light on xApps and their potential use
cases in O-RAN-compliant deployments. There are several areas where xApps can be used …

Understanding O-RAN: Architecture, interfaces, algorithms, security, and research challenges

M Polese, L Bonati, S D'oro, S Basagni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The Open Radio Access Network (RAN) and its embodiment through the O-RAN Alliance
specifications are poised to revolutionize the telecom ecosystem. O-RAN promotes …

Network Digital Twin for Open RAN: The Key Enablers, Standardization, and Use Cases

J Mirzaei, I Abualhaol, G Poitau - arXiv preprint arXiv:2308.02644, 2023 - arxiv.org
The open radio access network (O-RAN), with its disaggregated and open architecture, is
poised to meet the demands of the next generation of wireless communication. However, to …

Toward integrating intelligence and programmability in open radio access networks: A comprehensive survey

A Arnaz, J Lipman, M Abolhasan, M Hiltunen - Ieee Access, 2022 - ieeexplore.ieee.org
Open RAN is an emerging vision and an advancement of the Radio Access Network (RAN).
Its purpose is to implement a vendor and network-generation agnostic RAN, provide …

Intelligent O-RAN for beyond 5G and 6G wireless networks

S Niknam, A Roy, HS Dhillon, S Singh… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Building on the principles of openness and intelligence, there has been a concerted global
effort from the operators towards enhancing the radio access network (RAN) architecture …

Challenges for conflict mitigation in O-RAN's RAN intelligent controllers

C Adamczyk - 2023 International Conference on Software …, 2023 - ieeexplore.ieee.org
The O-RAN architecture enables a more flexible and dynamic radio access network (RAN)
control by separating hardware and software components. However, the distributed nature …

Open RAN: Evolution of architecture, deployment aspects, and future directions

PK Thiruvasagam, V Venkataram, VR Ilangovan… - arXiv preprint arXiv …, 2023 - arxiv.org
The Open Radio Access Network (Open RAN) aims to enable disaggregated, virtualized,
programmable, and data-driven intelligent network with open interfaces to support various …

Choose, not hoard: Information-to-model matching for artificial intelligence in o-ran

J Martín-Pérez, N Molner, F Malandrino… - IEEE …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) is an emerging paradigm, whereby virtualized
network infrastructure elements from different vendors communicate via open, standardized …