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Sanaz Kianoush
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2020 – today
- 2024
- [c26]Sanaz Kianoush, Alberto Minora, Stefano Savazzi, Mingjun Dai:
A Federated Learning Approach For Operator Monitoring in Heterogeneous Cobot Environments. ETFA 2024: 1-6 - [c25]Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Usevalad Milasheuski, Sanaz Kianoush, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio:
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. WiMob 2024: 124-129 - [i9]Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa:
Cooperation and Federation in Distributed Radar Point Cloud Processing. CoRR abs/2405.01995 (2024) - [i8]Fabio Paonessa, Giuseppe Virone, Sanaz Kianoush, Alessandro Nordio, Stefano Savazzi:
An Initial Study of Human-Scale Blockage in sub-THz Radio Propagation with Application to Indoor Passive Localization. CoRR abs/2406.16894 (2024) - [i7]Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio:
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. CoRR abs/2410.13869 (2024) - 2023
- [j13]Mingjun Dai
, Yinglin Zhao, Jialong Yuan, Sanaz Kianoush, Stefano Savazzi
Federated learning based on asynchronous and adjusted client training. Phys. Commun. 61: 102164 (2023) - [j12]Stefano Savazzi
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. IEEE Trans. Green Commun. Netw. 7(1): 248-264 (2023) - [c24]Luca Barbieri, Stefano Savazzi
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CAMAD 2023: 213-218 - [c23]Alberto Minora, Leonardo Costa, Denys Tolochenko, Sanaz Kianoush, Vittorio Rampa
Radar and Infra-Red array Sensor Fusion in a Robotized Environment: An Experimental Study. ICIT 2023: 1-8 - [c22]Stefano Savazzi
Cooperation and Federation in Distributed Radar Point Cloud Processing. PIMRC 2023: 1-6 - [c21]Sanaz Kianoush, Laura Dossi, Roberto Nebuloni, Alessandro Nordio, Stefano Savazzi
User Location Uncertainty in RIS-Aided Channel Optimization. WPMC 2023: 20-26 - [i6]Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio:
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CoRR abs/2310.08087 (2023) - 2022
- [c20]Stefano Savazzi
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. PIMRC 2022: 1431-1437 - [i5]Stefano Savazzi
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. CoRR abs/2206.10380 (2022) - [i4]Stefano Savazzi
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. CoRR abs/2212.01049 (2022) - 2021
- [j11]Stefano Savazzi
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. IEEE Commun. Mag. 59(2): 16-21 (2021) - [j10]Sanaz Kianoush
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments. IEEE Internet Things J. 8(2): 1154-1168 (2021) - [c19]Sanaz Kianoush, Stefano Savazzi
Calibration-free target detection based on thermal and distance sensor fusion. IEEE SENSORS 2021: 1-4 - [c18]Stefano Savazzi
A framework for energy and carbon footprint analysis of distributed and federated edge learning. PIMRC 2021: 1564-1569 - [i3]Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri:
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems. CoRR abs/2101.03367 (2021) - [i2]Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning. CoRR abs/2103.10346 (2021) - 2020
- [c17]Stefano Savazzi
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks. CAMAD 2020: 1-7 - [c16]Stefano Savazzi
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization. ICASSP 2020: 3937-3941 - [i1]Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Sanaz Kianoush, Denis Tolochenko:
Processing of body-induced thermal signatures for physical distancing and temperature screening. CoRR abs/2012.12042 (2020)
2010 – 2019
- 2019
- [j9]Gloria Soatti, Stefano Savazzi
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing. Ad Hoc Networks 89: 9-21 (2019) - [j8]Stefano Savazzi
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry. Computer 52(7): 25-36 (2019) - [j7]Sanaz Kianoush
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms. Sensors 19(16): 3450 (2019) - [c15]Stephan Sigg, Sameera Palipana, Stefano Savazzi
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments. Business Process Management Workshops 2019: 430-435 - [c14]Sanaz Kianoush, Stefano Savazzi
Passive Detection and Discrimination of Body Movements in the sub-THz Band: A Case Study. ICASSP 2019: 1597-1601 - [c13]Stefano Savazzi
Occupancy Pattern Recognition with Infrared Array Sensors: A Bayesian Approach to Multi-body Tracking. ICASSP 2019: 4479-4483 - [c12]Stefano Savazzi
Pattern reconfigurable antennas for passive motion detection: WiFi test-bed and first studies. PIMRC 2019: 1-6 - 2018
- [j6]Stefano Savazzi
Cellular Data Analytics for Detection and Discrimination of Body Movements. IEEE Access 6: 51484-51499 (2018) - [j5]Sanaz Kianoush
Leveraging MIMO-OFDM radio signals for device-free occupancy inference: system design and experiments. EURASIP J. Adv. Signal Process. 2018: 44 (2018) - [j4]Sanaz Kianoush
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies. IEEE Internet Things J. 5(5): 3624-3636 (2018) - [c11]Stefano Savazzi
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform. WF-IoT 2018: 179-185 - [c10]Sanaz Kianoush, Stefano Savazzi
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools. WPNC 2018: 1-6 - 2017
- [j3]Sanaz Kianoush
Device-Free RF Human Body Fall Detection and Localization in Industrial Workplaces. IEEE Internet Things J. 4(2): 351-362 (2017) - [c9]Sanaz Kianoush, Stefano Savazzi
Tracking of frequency selectivity for device-free detection of multiple targets. ICC Workshops 2017: 1253-1259 - [c8]Stefano Savazzi
Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection. PerCom Workshops 2017: 10-13 - 2016
- [j2]Stefano Savazzi
Device-Free Radio Vision for Assisted Living: Leveraging wireless channel quality information for human sensing Wireless propagation is conventionally considered as the enabling tool for transporting information. IEEE Signal Process. Mag. 33(2): 45-58 (2016) - [j1]Sanaz Kianoush, Anna Vizziello
Energy-Efficient and Mobile-Aided Cooperative Localization in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 65(5): 3450-3461 (2016) - [c7]Stefano Savazzi
A dynamic Bayesian network approach for device-free radio vision: Modeling, learning and inference for body motion recognition. ICASSP 2016: 6265-6269 - [c6]Sanaz Kianoush, Vittorio Rampa
Pre-deployment performance assessment of device-free radio localization systems. ICC Workshops 2016: 1-6 - [c5]Stefano Savazzi
Towards a factory-of-things: Channel modeling and deployment assessment in PetroEcuador Esmeraldas oil refinery. LATINCOM 2016: 1-6 - 2015
- [c4]Sanaz Kianoush, Stefano Savazzi
Leveraging RF signals for human sensing: Fall detection and localization in human-machine shared workspaces. INDIN 2015: 1456-1462 - 2014
- [c3]Sanaz Kianoush, Anna Vizziello
A cooperative localization algorithm exploiting a mobile device in cognitive radio networks. EuCNC 2014: 1-5 - 2013
- [c2]Anna Vizziello
Location based routing protocol exploiting heterogeneous primary users in cognitive radio networks. ICC 2013: 2890-2894
2000 – 2009
- 2009
- [c1]Sanaz Kianoush:
Comparision Fuzzy Scheme in Sensor Network Localization among Heuristic-Based Techniques. BroadBandCom 2009: 223-228
Coauthor Index
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