Opportunities of federated learning in connected, cooperative, and automated industrial systems S Savazzi, M Nicoli, M Bennis, S Kianoush, L Barbieri IEEE Communications Magazine 59 (2), 16-21, 2021 | 140 | 2021 |
Device-free radio vision for assisted living: Leveraging wireless channel quality information for human sensing S Savazzi, S Sigg, M Nicoli, V Rampa, S Kianoush, U Spagnolini IEEE Signal Processing Magazine 33 (2), 45-58, 2016 | 137 | 2016 |
Device-free RF human body fall detection and localization in industrial workplaces S Kianoush, S Savazzi, F Vicentini, V Rampa, M Giussani IEEE Internet of Things Journal 4 (2), 351-362, 2016 | 114 | 2016 |
An energy and carbon footprint analysis of distributed and federated learning S Savazzi, V Rampa, S Kianoush, M Bennis IEEE Transactions on Green Communications and Networking 7 (1), 248-264, 2022 | 47 | 2022 |
A cloud-IoT platform for passive radio sensing: Challenges and application case studies S Kianoush, M Raja, S Savazzi, S Sigg IEEE Internet of Things Journal 5 (5), 3624-3636, 2018 | 43 | 2018 |
On the use of stray wireless signals for sensing: A look beyond 5G for the next generation of industry S Savazzi, S Sigg, F Vicentini, S Kianoush, R Findling Computer 52 (7), 25-36, 2019 | 39 | 2019 |
A multisensory edge-cloud platform for opportunistic radio sensing in cobot environments S Kianoush, S Savazzi, M Beschi, S Sigg, V Rampa IEEE Internet of Things Journal 8 (2), 1154-1168, 2020 | 30 | 2020 |
Leveraging RF signals for human sensing: fall detection and localization in human-machine shared workspaces S Kianoush, S Savazzi, F Vicentini, V Rampa, M Giussani 2015 IEEE 13th international conference on industrial informatics (INDIN …, 2015 | 27 | 2015 |
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing G Soatti, S Savazzi, M Nicoli, MA Alvarez, S Kianoush, V Rampa, ... Ad Hoc Networks 89, 9-21, 2019 | 26 | 2019 |
People counting by dense WiFi MIMO networks: Channel features and machine learning algorithms S Kianoush, S Savazzi, V Rampa, M Nicoli Sensors 19 (16), 3450, 2019 | 24 | 2019 |
Processing of body-induced thermal signatures for physical distancing and temperature screening S Savazzi, V Rampa, L Costa, S Kianoush, D Tolochenko IEEE sensors Journal 21 (13), 14168-14179, 2020 | 18 | 2020 |
Occupancy pattern recognition with infrared array sensors: A Bayesian approach to multi-body tracking S Savazzi, V Rampa, S Kianoush, A Minora, L Costa ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 17 | 2019 |
Cellular data analytics for detection and discrimination of body movements S Savazzi, S Kianoush, V Rampa, U Spagnolini IEEE Access 6, 51484-51499, 2018 | 17 | 2018 |
A joint decentralized federated learning and communications framework for industrial networks S Savazzi, S Kianoush, V Rampa, M Bennis 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design …, 2020 | 16 | 2020 |
Energy-efficient and mobile-aided cooperative localization in cognitive radio networks S Kianoush, A Vizziello, P Gamba IEEE Transactions on Vehicular Technology 65 (5), 3450-3461, 2015 | 16 | 2015 |
A random forest approach to body motion detection: Multisensory fusion and edge processing S Kianoush, S Savazzi, V Rampa, L Costa, D Tolochenko IEEE Sensors Journal 23 (4), 3801-3814, 2023 | 15 | 2023 |
A framework for energy and carbon footprint analysis of distributed and federated edge learning S Savazzi, S Kianoush, V Rampa, M Bennis 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 15 | 2021 |
Location based routing protocol exploiting heterogeneous primary users in cognitive radio networks A Vizziello, S Kianoush, L Favalli, P Gamba 2013 IEEE International Conference on Communications (ICC), 2890-2894, 2013 | 15 | 2013 |
Pre-deployment performance assessment of device-free radio localization systems S Kianoush, V Rampa, S Savazzi, M Nicoli 2016 IEEE International Conference on Communications Workshops (ICC), 1-6, 2016 | 14 | 2016 |
Federated learning with mutually cooperating devices: A consensus approach towards server-less model optimization S Savazzi, M Nicoli, V Rampa, S Kianoush ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 13 | 2020 |