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 …

Applications of explainable AI for 6G: Technical aspects, use cases, and research challenges

S Wang, MA Qureshi, L Miralles-Pechuan… - ar** machine learning-based xApps for open RAN closed-loop control on programmable experimental platforms
M Polese, L Bonati, S D'Oro, S Basagni… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cellular networks are undergoing a radical transformation toward disaggregated, fully
virtualized, and programmable architectures with increasingly heterogeneous devices and …

Empowering the 6G cellular architecture with Open RAN

M Polese, M Dohler, F Dressler… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Innovation and standardization in 5G have brought advancements to every facet of the
cellular architecture. This ranges from the introduction of new frequency bands and …

Colosseum: The open RAN digital twin

M Polese, L Bonati, S D'Oro, P Johari… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …

OpenRAN Gym: AI/ML development, data collection, and testing for O-RAN on PAWR platforms

L Bonati, M Polese, S D'Oro, S Basagni, T Melodia - Computer Networks, 2023 - Elsevier
Abstract Open Radio Access Network (RAN) architectures will enable interoperability,
openness and programmable data-driven control in next generation cellular networks …

A survey on XAI for 5G and beyond security: Technical aspects, challenges and research directions

T Senevirathna, VH La, S Marchal… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
With the advent of 5G commercialization, the need for more reliable, faster, and intelligent
telecommunication systems is envisaged for the next generation beyond 5G (B5G) radio …

OpenRAN gym: An open toolbox for data collection and experimentation with AI in O-RAN

L Bonati, M Polese, S D'Oro, S Basagni… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (RAN) architectures will enable interoperability, openness, and
programmatic data-driven control in next generation cellular networks. However, develo** …

Blockchain for energy market: A comprehensive survey

T Jiang, H Luo, K Yang, G Sun, H Yu, Q Huang… - … Energy, Grids and …, 2024 - Elsevier
The energy market encompasses the behavior of energy supply and trading within a
platform system. By utilizing centralized or distributed trading, energy can be effectively …

OrchestRAN: Orchestrating network intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …