Sanaz Kianoush

60 papers B 5C 3Misc 4Journal 29Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Holography with Dense Wireless Networks: A Case for Ethical Design.
IEEE Commun. Mag.
Stefano Savazzi, Sage Cammers-Goodwin, Alexander Helmut Paulus, Sanaz Kianoush, Sahar Golipoor, Ying Liu, Dariush Salami, Thomas F. Eibert, Ciano Aydin
2025 J jnl
A Close Look at the Communication Efficiency and the Energy Footprints of Robust Federated Learning in Industrial IoT.
IEEE Internet Things J.
Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Luigi Serio, Stefano Savazzi
2025 J jnl
A Feedback Control Framework Approach to Federated Learning With Adaptive Optimizer.
IEEE Trans. Veh. Technol.
Mingjun Dai, Shaofan Li, Yinglin Zhao, Jialong Yuan, Sanaz Kianoush, Stefano Savazzi, Nan Cheng, Xiaohui Lin
2025 J jnl
A Secure and Trustworthy Federated Learning Platform as a Service Model for Stroke Management in European Clinical Centers.
IEEE Access
Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Marco Di Gennaro, Riccardo Taiello, Usevalad Milasheuski, Lorenzo Giusti, Matilde Carvalho Costa, Mattia Brambilla, Paolo Cacace, Rodrigo Lopes de Almeida, Simone Buranti, Alessandro E. C. Redondi, Michele Carminati, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Stefano Zanero, Luigi Serio
2025 — conf
Advancing Passive Localization via beamsteering in Near-Field ISAC Systems.
SSP
Sanaz Kianoush, Davide Scazzoli, Stefano Savazzi, Roberto Nebuloni, P. Pirinoli, Maurizio Magarini
2025 — conf
Bayesian Federated Learning for Continual Training.
SSP
Usevalad Milasheuski, Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Stefano Savazzi
2025 J jnl
Bayesian Federated Learning for Continual Training.
CoRR
Usevalad Milasheuski, Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Stefano Savazzi
2025 J jnl
Fed-PID: An Adaptive Learning Rate Scheduler for Federated Learning With PID Controllers.
IEEE Trans. Cogn. Commun. Netw.
Shaofan Li, Mingjun Dai, Sanaz Kianoush, Alberto Minora, Stefano Savazzi
2025 — conf
Gesture-Based Robot Control Integrating Mm-wave Radar and Behavior Trees.
UbiComp Companion
Yuqing Song, Cesare Tonola, Stefano Savazzi, Sanaz Kianoush, Nicola Pedrocchi, Stephan Sigg
2025 J jnl
Gesture-Based Robot Control Integrating Mm-wave Radar and Behavior Trees.
CoRR
Yuqing Song, Cesare Tonola, Stefano Savazzi, Sanaz Kianoush, Nicola Pedrocchi, Stephan Sigg
2025 — conf
WiFi-Based People Counting Using Beam-Steerable Antennas: A Test-bed Study.
UbiComp Companion
Riccardo Bersan, Anay Ajit Deshpande, Sanaz Kianoush, Daniele Piazza, Stefano Savazzi
2024 C conf
A Federated Learning Approach For Operator Monitoring in Heterogeneous Cobot Environments.
ETFA
Sanaz Kianoush, Alberto Minora, Stefano Savazzi, Mingjun Dai
2024 C conf
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
HealthCom
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
2024 J jnl
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
CoRR
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
2024 B conf
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
WiMob
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
2024 J jnl
An Initial Study of Human-Scale Blockage in sub-THz Radio Propagation with Application to Indoor Passive Localization.
CoRR
Fabio Paonessa, Giuseppe Virone, Sanaz Kianoush, Alessandro Nordio, Stefano Savazzi
2024 J jnl
Cooperation and Federation in Distributed Radar Point Cloud Processing.
CoRR
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
2023 — conf
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CAMAD
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CoRR
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
IEEE Trans. Green Commun. Netw.
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2023 B conf
Cooperation and Federation in Distributed Radar Point Cloud Processing.
PIMRC
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
2023 J jnl
Federated learning based on asynchronous and adjusted client training.
Phys. Commun.
Mingjun Dai, Yinglin Zhao, Jialong Yuan, Sanaz Kianoush, Stefano Savazzi, Bingchun Li
2023 — conf
Radar and Infra-Red array Sensor Fusion in a Robotized Environment: An Experimental Study.
ICIT
Alberto Minora, Leonardo Costa, Denys Tolochenko, Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi
2023 — conf
User Location Uncertainty in RIS-Aided Channel Optimization.
WPMC
Sanaz Kianoush, Laura Dossi, Roberto Nebuloni, Alessandro Nordio, Stefano Savazzi
2022 J jnl
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
CoRR
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2022 B conf
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
PIMRC
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2022 J jnl
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
CoRR
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
2021 J jnl
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning.
CoRR
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2021 J jnl
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments.
IEEE Internet Things J.
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa
2021 B conf
A framework for energy and carbon footprint analysis of distributed and federated edge learning.
PIMRC
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2021 — conf
Calibration-free target detection based on thermal and distance sensor fusion.
IEEE SENSORS
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Denis Tolochenko
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems.
CoRR
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag.
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2020 — conf
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks.
CAMAD
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
2020 Misc conf
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization.
ICASSP
Stefano Savazzi, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush
2020 J jnl
Processing of body-induced thermal signatures for physical distancing and temperature screening.
CoRR
Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Sanaz Kianoush, Denis Tolochenko
2019 — conf
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments.
Business Process Management Workshops
Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush
2019 J jnl
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing.
Ad Hoc Networks
Gloria Soatti, Stefano Savazzi, Monica Nicoli, Maria Antonieta Alvarez, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
2019 Misc conf
Occupancy Pattern Recognition with Infrared Array Sensors: A Bayesian Approach to Multi-body Tracking.
ICASSP
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
2019 J jnl
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry.
Computer
Stefano Savazzi, Stephan Sigg, Federico Vicentini, Sanaz Kianoush, Rainhard D. Findling
2019 Misc conf
Passive Detection and Discrimination of Body Movements in the sub-THz Band: A Case Study.
ICASSP
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
2019 B conf
Pattern reconfigurable antennas for passive motion detection: WiFi test-bed and first studies.
PIMRC
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Daniele Piazza
2019 J jnl
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms.
Sensors
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Monica Nicoli
2018 J jnl
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies.
IEEE Internet Things J.
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi, Stephan Sigg
2018 — conf
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform.
WF-IoT
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Sanaz Kianoush, Franck Le Gall, Hamza Baqa, David Remon
2018 J jnl
Cellular Data Analytics for Detection and Discrimination of Body Movements.
IEEE Access
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
2018 — conf
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools.
WPNC
Sanaz Kianoush, Stefano Savazzi, Monica Nicoli
2018 J jnl
Leveraging MIMO-OFDM radio signals for device-free occupancy inference: system design and experiments.
EURASIP J. Adv. Signal Process.
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
2017 J jnl
Device-Free RF Human Body Fall Detection and Localization in Industrial Workplaces.
IEEE Internet Things J.
Sanaz Kianoush, Stefano Savazzi, Federico Vicentini, Vittorio Rampa, Matteo Giussani
2017 — conf
Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection.
PerCom Workshops
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
2017 — conf
Tracking of frequency selectivity for device-free detection of multiple targets.
ICC Workshops
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
2016 Misc conf
A dynamic Bayesian network approach for device-free radio vision: Modeling, learning and inference for body motion recognition.
ICASSP
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa
2016 J jnl
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.
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2016 J jnl
Energy-Efficient and Mobile-Aided Cooperative Localization in Cognitive Radio Networks.
IEEE Trans. Veh. Technol.
Sanaz Kianoush, Anna Vizziello, Paolo Gamba
2016 — conf
Pre-deployment performance assessment of device-free radio localization systems.
ICC Workshops
Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi, Monica Nicoli
2016 — conf
Towards a factory-of-things: Channel modeling and deployment assessment in PetroEcuador Esmeraldas oil refinery.
LATINCOM
Stefano Savazzi, Boris Ramos, Jean Michel Winter, Sanaz Kianoush, Vittorio Rampa, Edison Del Rosario, T. Chavez, Oscar Cevallos
2015 C conf
Leveraging RF signals for human sensing: Fall detection and localization in human-machine shared workspaces.
INDIN
Sanaz Kianoush, Stefano Savazzi, Federico Vicentini, Vittorio Rampa, Matteo Giussani
2014 — conf
A cooperative localization algorithm exploiting a mobile device in cognitive radio networks.
EuCNC
Sanaz Kianoush, Anna Vizziello, Paolo Gamba
2013 — conf
Location based routing protocol exploiting heterogeneous primary users in cognitive radio networks.
ICC
Anna Vizziello, Sanaz Kianoush, Lorenzo Favalli, Paolo Gamba
2009 — conf
Comparision Fuzzy Scheme in Sensor Network Localization among Heuristic-Based Techniques.
BroadBandCom
Sanaz Kianoush