Paolo Di Lorenzo

A Sheaf-Theoretic Framework for Distributed Multi-Site Channel Charting

Enrico Grimaldi, Leonardo Di Nino, Mario Edoardo Pandolfo, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo

Channel charting (CC) enables data-driven user localization in wireless networks by embedding channel state information (CSI) into low-dimensional representations. In multi-cell scenarios, each base station independently learns a local chart via neural encoders, leading to misali…Read more

Adaptive Semantic Token Communication for Transformer-Based Edge Inference

Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane