Selected publications

S. Kianoush, S. Savazzi, V. Rampa, L. Costa and D. Tolochenko, “A Random Forest Approach to Body Motion Detection: Multi-sensory Fusion and Edge Processing,” in IEEE Sensors Journal, doi: 10.1109/JSEN.2022.3232085.

S. Savazzi, V. Rampa, S. Kianoush and M. Bennis, “An Energy and Carbon Footprint Analysis of Distributed and Federated Learning,” in IEEE Transactions on Green Communications and Networking, 2022, doi: 10.1109/TGCN.2022.3186439.

B. Camajori Tedeschini et al., “Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation,” IEEE Access, vol. 10, pp. 8693-8708, 2022, doi: 10.1109/ACCESS.2022.3141913.

L Barbieri, S Savazzi, M Brambilla, M Nicoli, “Decentralized federated learning for extended sensing in 6G connected vehicles”, Vehicular Communications, 33, 2022

V. Rampa, G. G. Gentili, S. Savazzi and M. D’Amico, “Electromagnetic Models for Passive Detection and Localization of Multiple Bodies,”  IEEE Transactions on Antennas and Propagation, vol. 70, no. 2, pp. 1462-1475, Feb. 2022

S. Savazzi, M. Nicoli, M. Bennis, S. Kianoush and L. Barbieri, “Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems,” IEEE Communications Magazine, vol. 59, no. 2, pp. 16-21, February 2021

S. Kianoush, S. Savazzi, M. Beschi S. Sigg, V. Rampa, “A
Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments”, IEEE Internet of Things Journal, vol. 8, no. 2, pp. 1154-1168, Jan, 2021.

S. Savazzi, M. Nicoli, V. Rampa, “Federated Learning with Cooperating Devices: A Consensus  Approach for Massive IoT Networks”, IEEE Internet of Things J., 2020

S. Savazzi, S. Sigg, F. Vicentini, S. Kianoush and R. Findling, “On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry,” in Computer, vol. 52, no. 7, pp. 25-36, July 2019

G. Soatti, S. Savazzi, M. Nicoli, M. Antonieta Alvarez, S. Kianoush, V. Rampa, U. Spagnolini, “Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing,” Ad Hoc Networks, vol. 89, 2019, pp. 9-21, ISSN  1570-8705.

S. Kianoush, S. Savazzi, F. Vicentini, V. Rampa and M. Giussani “Device-free RF human body fall detection and localization in industrial workplaces,” IEEE Internet of Things Journal, 2017