6 papers
EM Informed Holographic Imaging via Unrolled Deep Networks
Federica Fieramosca, Alexander Paulus, Richard Oliveira +1
Smart Radio Environments (SREs) are a foundational paradigm for the Internet of Everything (IoE), in which dense, phase-coherent antenna arrays form a shared infrastructure for int…
WiFi-Based People Counting Using Beam-Steerable Antennas: A Test-bed Study
Riccardo Bersan, Anay Ajit Deshpande, Sanaz Kianoush +2
Ubiquitous perception through RF signals is a pivotal opportunity for future technology: it enables personalized services such as smart living, remote healthcare, automated logisti…
On the Tradeoffs of On-Device Generative Models in Federated Predictive Maintenance Systems
Usevalad Milasheuski, Piero Baraldi, Enrico Zio +1
Federated Learning (FL) has emerged as a promising paradigm for preserving client data ownership and control over distributed Internet of Things (IoT) environments. While discrimin…
A Unified Approach to Human-Scale Blockage and Scattering Analysis in Sub-THz Propagation With Application to RF Sensing
Stefano Savazzi, Fabio Paonessa, Sanaz Kianoush +2
RF sensing exploits phase-sensitive measurements of stray electromagnetic (EM) fields from wireless devices across various frequency bands to detect EM blockage and to reconstruct…
Gesture-Based Robot Control Integrating Mm-wave Radar and Behavior Trees
Yuqing Song, Cesare Tonola, Stefano Savazzi +3
As robots become increasingly prevalent in both homes and industrial settings, the demand for intuitive and efficient human-machine interaction continues to rise. Gesture recogniti…
An Initial Study of Human-Scale Blockage in sub-THz Radio Propagation with Application to Indoor Passive Localization
F. Paonessa, G. Virone, S. Kianoush +2
This paper empirically investigates the body induced electromagnetic (EM) effects, namely the human body blockage, by conducting indoor measurement campaigns in the unexplored sub-…