72 citations · 147 across the 14 of their papers we have counts for
9 papers · 1 filter
On Dual Connectivity in 6G Leo Constellations
Achilles Machumilane, Alberto Gotta
Dual connectivity (DC) has garnered significant attention in 5G evolution, allowing for enhancing throughput and reliability by leveraging the channel conditions of two paths. Howe…
Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL
Achilles Kiwanuka Machumilane, Alberto Gotta, Pietro Cassarà
Path planning and optimization for unmanned aerial vehicles (UAVs)-assisted next-generation wireless networks is critical for mobility management and ensuring UAV safety and ubiqui…
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…
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery
Achilles Machumilane, Alberto Gotta, Pietro Cassarà +2
Reinforcement Learning (RL) has recently found wide applications in network traffic management and control because some of its variants do not require prior knowledge of network mo…
Application Protocols enabling Internet of Remote Things via Random Access Satellite Channels
Manlio Bacco, Marco Colucci, Alberto Gotta
Nowadays, Machine-to-Machine (M2M) and Internet of Things (IoT) traffic rate is increasing at a fast pace. The use of satellites is expected to play a large role in delivering such…
M2M Traffic via Random Access Satellite links: Interactions between Transport and MAC Layers
Manlio Bacco, Tomaso De Cola, Giovanni Giambene +1
Machine-to-machine services are witnessing an unprecedented diffusion, which is expected to result in an ever-increasing data traffic load. In this context, satellite technology is…