3 papers
eess.SP2026
Unsupervised Learning for Scalable Downlink Power Control in Cell-Free Massive MIMO
Giovanni Di Gennaro, Amedeo Buonanno, Gianmarco Romano +3
In cell-free massive multiple-input multiple-output systems, downlink power control is essential to ensure uniformly high service quality across users. Existing methods range from…
cs.CL2025
Probing Information Distribution in Transformer Architectures through Entropy Analysis
Amedeo Buonanno, Alessandro Rivetti, Francesco A. N. Palmieri +2
This work explores entropy analysis as a tool for probing information distribution within Transformer-based architectures. By quantifying token-level uncertainty and examining entr…
eess.SP2024
A Deep Learning Approach for User-Centric Clustering in Cell-Free Massive MIMO Systems
Giovanni Di Gennaro, Amedeo Buonanno, Gianmarco Romano +2
Contrary to conventional massive MIMO cellular configurations plagued by inter-cell interference, cell-free massive MIMO systems distribute network resources across the coverage ar…