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Sanaz Kianoush
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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
1312016
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
1212021
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
1092016
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
422018
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
372019
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
292022
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
262015
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
242020
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
232019
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
212019
Cellular data analytics for detection and discrimination of body movements
S Savazzi, S Kianoush, V Rampa, U Spagnolini
IEEE Access 6, 51484-51499, 2018
172018
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
162020
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
152020
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
152019
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
152015
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
142021
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
142016
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
142013
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
122020
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
102023
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