From the 1 of 5 linked papers with an AI index.
5 papers
Physics-Aware Conditional SetGAN for Spatially Consistent Multi-User TR 38.901 Channel Generation
Mauro Gonzalo Tarazona-Levano, David Lopez-Perez, Nicola Piovesan +1
The paper introduces a physics‑aware, geometry‑conditioned SetGAN that learns to generate multi‑user TR 38.901 channel realizations faster than the Sionna simulator while preservin…
HAPS as a Hypercell: Enabling Coverage and Capacity Carrier Shutdown in Cellular Networks
Matteo Bernabè, David López-Pérez, Nicola Piovesan
Energy consumption remains a dominant operational challenge for current and future cellular systems, especially in dense urban deployments. This paper investigates a novel role for…
PPO-Based Dynamic Positioning of HAPS-BS in Wind-Disturbed Stratospheric Maritime Networks
Azim Akhtarshenas, German Svistunov, Matteo Bernabè +2
High-Altitude Platform Stations (HAPS) offer a promising solution for wide-area wireless coverage in maritime regions lacking terrestrial infrastructure. However, maintaining relia…
Capacity and Energy Trade-Offs in FR3 6G Networks Using Real Deployment Data
David López-Pérez, Nicola Piovesan, Matteo Bernabè
This article presents a data-driven system-level analysis of multi-layer 6G networks operating in the upper mid-band (FR3: 7-24 GHz). Unlike most prior studies based on 3rd Generat…
Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration
Azim Akhtarshenas, Ramin Toosi, David López-Pérez +2
Malicious Unmanned Aerial Vehicles (UAVs) present a significant threat to next-generation networks (NGNs), posing risks such as unauthorized surveillance, data theft, and the deliv…