3 papers
eess.SP2026
A Perception vs. Distortion Perspective on Score-Based Generative Channel Estimation
Marco Skocaj, Lukas Eller, Mate Boban
Driven by their remarkable success in computer vision and inverse problem solving, score-based models are increasingly applied to wireless communications, where they show promise a…
cs.NI2026
Goal-Oriented Learning at the Edge: Graph Neural Networks Over-the-Air for Blockage Prediction
Lorenzo Mario Amorosa, Zhan Gao, Tony Chahoud +4
Sixth-generation (6G) wireless networks evolve from connecting devices to connecting intelligence. The focus turns to Goal-Oriented Communications, where the effectiveness of commu…
cs.NI2023
Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs
Lorenzo Mario Amorosa, Marco Skocaj, Roberto Verdone +1
The ever-increasing demand for high-quality and heterogeneous wireless communication services has driven extensive research on dynamic optimization strategies in wireless networks.…