72 citations · 74 across the 4 of their papers we have counts for
4 papers
A Federated Channel Modeling System using Generative Neural Networks
Saira Bano, Pietro Cassarà, Nicola Tonellotto +1
The paper proposes a data-driven approach to air-to-ground channel estimation in a millimeter-wave wireless network on an unmanned aerial vehicle. Unlike traditional centralized le…
How Generative Models Improve LOS Estimation in 6G Non-Terrestrial Networks
Saira Bano, Achilles Machumilane, Pietro Cassarà +1
With the advent of 5G and the anticipated arrival of 6G, there has been a growing research interest in combining mobile networks with Non-Terrestrial Network platforms such as low…
Exploring Machine Learning for Classification of QUIC Flows over Satellite
Raffaello Secchi, Pietro Cassarà, Alberto Gotta
Automatic traffic classification is increasingly important in networking due to the current trend of encrypting transport information (e.g., behind HTTP encrypted tunnels) which pr…
An Outlook on the Future Marine Traffic Management System for Autonomous Ships
Michele Martelli, Antonio Virdis, Alberto Gotta +2
In the shipping digitalisation process, the peak will be reached with the advent of a wholly autonomous and at the same time safe and reliable ship. Full autonomy could be obtained…