Search Results for author: Andrea Munari

Found 4 papers, 0 papers with code

A low-PAPR Pilot Design and Optimization for OTFS Modulation

no code implementations19 Mar 2025 Davide Bergamasco, Federico Clazzer, Andrea Munari, Paolo Casari

Instead of adopting an embedded data-orthogonal pilot for channel estimation, our scheme relies on Chu sequences superimposed to data symbols.

Age-of-Gradient Updates for Federated Learning over Random Access Channels

no code implementations15 Oct 2024 Yu Heng Wu, Houman Asgari, Stefano Rini, Andrea Munari

For the RACH-FL setting, we propose a policy, which we term the ''age-of-gradient'' (AoG) policy in which (i) gradient sparsification is performed using top-K sparsification, (ii) the error correction is performed using memory accumulation, and (iii) the slot transmission probability is obtained by comparing the current local memory magnitude minus the magnitude of the gradient update to a threshold.

Federated Learning

Semantic Communications in Networked Systems: A Data Significance Perspective

no code implementations9 Mar 2021 Elif Uysal, Onur Kaya, Anthony Ephremides, James Gross, Marian Codreanu, Petar Popovski, Mohamad Assaad, Gianluigi Liva, Andrea Munari, Touraj Soleymani, Beatriz Soret, Karl Henrik Johansson

We present our vision for a departure from the established way of architecting and assessing communication networks, by incorporating the semantics of information for communications and control in networked systems.

compressed sensing Decision Making

Caching at the Edge: Outage Probability

no code implementations4 Jan 2021 Estefanía Recayte, Andrea Munari

Caching at the edge of wireless networks is a keytechnology to reduce traffic in the backhaul link.

Networking and Internet Architecture

Cannot find the paper you are looking for? You can Submit a new open access paper.