OrchestRAN: Network automation through orchestrated intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE INFOCOM 2022 …, 2022 - 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 …

Intelligence and learning in O-RAN for data-driven NextG cellular networks

L Bonati, S D'Oro, M Polese, S Basagni… - IEEE …, 2021 - ieeexplore.ieee.org
Next generation (NextG) cellular networks will be natively cloud-based and built on
programmable, virtualized, and disaggregated architectures. The separation of control …

RIC: A RAN intelligent controller platform for AI-enabled cellular networks

B Balasubramanian, ES Daniels… - IEEE Internet …, 2021 - ieeexplore.ieee.org
With the emergence of 5G, network densification, and richer and more demanding
applications, the radio access network (RAN)—a key component of the cellular network …

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, developing …

Programmable and customized intelligence for traffic steering in 5G networks using open RAN architectures

A Lacava, M Polese, R Sivaraj… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
5G and beyond mobile networks will support heterogeneous use cases at an
unprecedented scale, thus demanding automated control and optimization of network …

ColO-RAN: Developing 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 …

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 …

dApps: Distributed applications for real-time inference and control in O-RAN

S D'Oro, M Polese, L Bonati, H Cheng… - IEEE …, 2022 - ieeexplore.ieee.org
The Open Radio Access Network (Open RAN)-being standardized, among others, by the O-
RAN Alliance-brings a radical transformation to the cellular ecosystem through …

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 …

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 …