SAVAZZI, STEFANO
SAVAZZI, STEFANO
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
Electromagnetic-Informed Generative Models for Passive RF Sensing and Perception of Body Motions
2024 Savazzi, Stefano; Fieramosca, Federica; Kianoush, Sanaz; D'Amico, Michele; Rampa, Vittorio
On the Impact of the Antenna Radiation Patterns in Passive Radio Sensing
2024 Fieramosca, F.; Rampa, V.; Savazzi, S.; D'Amico, M.
A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning
2023 Barbieri, Luca; Savazzi, Stefano; Nicoli, Monica
A Random Forest Approach to Body Motion Detection: Multi-sensory Fusion and Edge Processing
2023 Sanaz Kianoush; Stefano Savazzi; Vittorio Rampa; Leonardo Costa; Denis Tolochenko
A Traffic Model based Approach to Parameter Server Design in Federated Learning Processes
2023 Tedeschini, Bernardo Camajori; Savazzi, Stefano; Nicoli, Monica
Federated learning based on asynchronous and adjusted client training
2023 Dai, Mingjun; Zhao, Yinglin; Yuan, Jialong; Kianoush, Sanaz; Savazzi, Stefano; Li, Bingchun
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
2022 Savazzi, Stefano; Rampa, Vittorio; Kianoush, Sanaz; Bennis, Mehdi
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation
2022 Camajori Tedeschini, B.; Savazzi, S.; Stoklasa, R.; Barbieri, L.; Stathopoulos, I.; Nicoli, M.; Serio, L.
Decentralized federated learning for extended sensing in 6G connected vehicles
2021 Barbieri, Luca; Savazzi, Stefano; Brambilla, Mattia; Nicoli, Monica
Electromagnetic Models for Passive Detection and Localization of Multiple Bodies
2021 Rampa V.; Gentili G. G.; Savazzi S.; D'Amico M.
EM Model-Based Device-Free Localization of Multiple Bodies
2021 Rampa V.; Nicoli M.; Manno C.; Savazzi S.
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems
2021 Savazzi S.; Nicoli M.; Bennis M.; Kianoush S.; Barbieri L.
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments
2020 Kianoush, Sanaz; Savazzi, Stefano; Beschi, Manuel; Sigg, Stephan; Rampa, Vittorio
Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks
2020 Savazzi, S; Nicoli, M; Rampa, V
Processing of body-induced thermal signatures for physical distancing and temperature screening
2020 Savazzi, Stefano; Rampa, Vittorio; Costa, Leonardo; Kianoush, Sanaz; Tolochenko, Denis
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing
2019 Soatti, G; Savazzi, S; Nicoli, M; Alvarez, Ma; Kianoush, S; Rampa, V; Spagnolini, U
On the Use of Stray Wireless Signals for Sensing: A Look beyond 5G for the Next Generation of Industry
2019 Savazzi S;Sigg S;Vicentini F;Kianoush S;Findling; R
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms
2019 Kianoush, Sanaz; Savazzi, Stefano; Rampa, Vittorio; Nicoli, Monica
A cloud-IoT platform for passive radio sensing: challenges and application case studies
2018 Sanaz Kianoush; Muneeba Raja;Stefano Savazzi;Stephan Sigg
Cellular data analytics for detection and discrimination of body movements
2018 Savazzi, Stefano; Kianoush, Sanaz; Rampa, Vittorio; Spagnolini, Umberto