3 papers
cs.IT2025
Cellular Network Design for UAV Corridors via Data-driven High-dimensional Bayesian Optimization
Mohamed Benzaghta, Giovanni Geraci, David López-Pérez +1
We address the challenge of designing cellular networks for uncrewed aerial vehicles (UAVs) corridors through a novel data-driven approach. We assess multiple state-of-the-art high…
cs.IT2025
Data-driven Optimization and Transfer Learning for Cellular Network Antenna Configurations
Mohamed Benzaghta, Giovanni Geraci, David López-Pérez +1
We propose a data-driven approach for large-scale cellular network optimization, using a production cellular network in London as a case study and employing Sionna ray tracing for…
cs.NI2024
Human-Centric Decision-Making in Cell-Less 6G Networks
Emma Chiaramello, Carla Fabiana Chiasserini, Francesco Malandrino +3
In next-generation networks, cells will be replaced by a collection of points-of-access (PoAs), with overlapping coverage areas and/or different technologies. Along with a promise…