4 citations · 8 across the 4 of their papers we have counts for
6 papers
OpenRAN Gym: An Open Toolbox for Data Collection and Experimentation with AI in O-RAN
Leonardo Bonati, Michele Polese, Salvatore D'Oro +2
Open Radio Access Network (RAN) architectures will enable interoperability, openness, and programmatic data-driven control in next generation cellular networks. However, developing…
OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN
Salvatore D'Oro, Leonardo Bonati, Michele Polese +1
The next generation of cellular networks will be characterized by softwarized, open, and disaggregated architectures exposing analytics and control knobs to enable network intellig…
ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms
Michele Polese, Leonardo Bonati, Salvatore D'Oro +2
In spite of the new opportunities brought about by the Open RAN, advances in ML-based network automation have been slow, mainly because of the unavailability of large-scale dataset…
SwarmControl: An Automated Distributed Control Framework for Self-Optimizing Drone Networks
Lorenzo Bertizzolo, Salvatore D'oro, Ludovico Ferranti +5
Networks of Unmanned Aerial Vehicles (UAVs), composed of hundreds, possibly thousands of highly mobile and wirelessly connected flying drones will play a vital role in future Inter…
Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead
Leonardo Bonati, Michele Polese, Salvatore D'Oro +2
Fifth generation (5G) cellular networks will serve a wide variety of heterogeneous use cases, including mobile broadband users, ultra-low latency services and massively dense conne…
CellOS: Zero-touch Softwarized Open Cellular Networks
Leonardo Bonati, Salvatore D'Oro, Lorenzo Bertizzolo +4
Current cellular networks rely on closed and inflexible infrastructure tightly controlled by a handful of vendors. Their configuration requires vendor support and lengthy manual op…