440 citations · 787 across the 29 of their papers we have counts for
6 papers · 1 filter
Integrating Sensing and Communication in Cellular Networks via NR Sidelink
Dariush Salami, Ramin Hasibi, Stefano Savazzi +2
RF-sensing, the analysis and interpretation of movement or environment-induced patterns in received electromagnetic signals, has been actively investigated for more than a decade.…
Electromagnetic Models for Passive Detection and Localization of Multiple Bodies
Vittorio Rampa, Gian Guido Gentili, Stefano Savazzi +1
The paper proposes a multi-body electromagnetic (EM) model for the quantitative evaluation of the influence of multiple human bodies in the surroundings of a radio link. Modeling o…
A cloud-IoT platform for passive radio sensing: challenges and application case studies
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi +1
We propose a platform for the integration of passive radio sensing and vision technologies into a cloud-IoT framework that performs real-time channel quality information (CQI) time…
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi +2
Worker monitoring and protection in collaborative robot (cobots) industrial environments requires advanced sensing capabilities and flexible solutions to monitor the movements of t…
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa +1
Recent advances in distributed learning raise environmental concerns due to the large energy needed to train and move data to/from data centers. Novel paradigms, such as federated…
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems
Stefano Savazzi, Monica Nicoli, Mehdi Bennis +2
Next-generation autonomous and networked industrial systems (i.e., robots, vehicles, drones) have driven advances in ultra-reliable, low latency communications (URLLC) and computin…