A survey on explainable AI for 6G O-RAN: Architecture, use cases, challenges and research directions
The recent O-RAN specifications promote the evolution of RAN architecture by function
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …
Understanding O-RAN: Architecture, interfaces, algorithms, security, and research challenges
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 …
specifications are poised to revolutionize the telecom ecosystem. O-RAN promotes …
Implementing and evaluating security in O-RAN: Interfaces, intelligence, and platforms
The Open Radio Access Network (RAN) is a networking paradigm that builds on top of cloud-
based, multi-vendor, open and intelligent architectures to shape the next generation of …
based, multi-vendor, open and intelligent architectures to shape the next generation of …
Toward next generation open radio access networks: What O-RAN can and cannot do!
The open radio access network (O-RAN) describes an industry-driven open architecture and
interfaces for building next generation RANs with artificial intelligence (AI) controllers. We …
interfaces for building next generation RANs with artificial intelligence (AI) controllers. We …
Recent advances in machine learning for network automation in the o-ran
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 …
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …
Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN
K Ramezanpour, J Jagannath - Computer Networks, 2022 - Elsevier
In this position paper, we discuss the critical need for integrating zero trust (ZT) principles
into next-generation communication networks (5G/6G). We highlight the challenges and …
into next-generation communication networks (5G/6G). We highlight the challenges and …
[HTML][HTML] Open RAN security: Challenges and opportunities
Abstract Open RAN (ORAN, O-RAN) represents a novel industry-level standard for RAN
(Radio Access Network), which defines interfaces that support inter-operation between …
(Radio Access Network), which defines interfaces that support inter-operation between …
A survey on XAI for beyond 5G security: technical aspects, use cases, challenges and research directions
With the advent of 5G commercialization, the need for more reliable, faster, and intelligent
telecommunication systems are envisaged for the next generation beyond 5G (B5G) radio …
telecommunication systems are envisaged for the next generation beyond 5G (B5G) radio …
Hosting ai/ml workflows on o-ran ric platform
H Lee, J Cha, D Kwon, M Jeong… - 2020 IEEE Globecom …, 2020 - ieeexplore.ieee.org
O-RAN Alliance suggests new interfaces and architectures that can bring openness and
intelligence to currently vendor-dependent Radio Access Network (RAN) environments …
intelligence to currently vendor-dependent Radio Access Network (RAN) environments …
Actor-critic network for O-RAN resource allocation: xApp design, deployment, and analysis
M Kouchaki, V Marojevic - 2022 IEEE Globecom Workshops …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) has introduced an emerging RAN architecture that
enables openness, intelligence, and automated control. The RAN Intelligent Controller (RIC) …
enables openness, intelligence, and automated control. The RAN Intelligent Controller (RIC) …