285 citations · 1.2k across the 69 of their papers we have counts for
7 papers · 1 filter
Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks
Leonardo Bonati, Salvatore D'Oro, Michele Polese +2
Next Generation (NextG) cellular networks will be natively cloud-based and built upon programmable, virtualized, and disaggregated architectures. The separation of control function…
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…
DeepFIR: Addressing the Wireless Channel Action in Physical-Layer Deep Learning
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka +3
Deep learning can be used to classify waveform characteristics (e.g., modulation) with accuracy levels that are hardly attainable with traditional techniques. Recent research has d…
Hacking the Waveform: Generalized Wireless Adversarial Deep Learning
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka +4
This paper advances the state of the art by proposing the first comprehensive analysis and experimental evaluation of adversarial learning attacks to wireless deep learning systems…
Sl-EDGE: Network Slicing at the Edge
Salvatore D'Oro, Leonardo Bonati, Francesco Restuccia +3
Network slicing of multi-access edge computing (MEC) resources is expected to be a pivotal technology to the success of 5G networks and beyond. The key challenge that sets MEC slic…
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…