Sanaz Kianoush

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 41

Top Topics

Cognitive Radio

Top Venues

IEEE Internet Things J.

Publications

Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
Cooperation and Federation in Distributed Radar Point Cloud Processing. CoRR (2024)
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 (2024)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CAMAD (2023)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
Cooperation and Federation in Distributed Radar Point Cloud Processing. PIMRC (2023)
Alberto Minora, Leonardo Costa, Denys Tolochenko, Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi
Radar and Infra-Red array Sensor Fusion in a Robotized Environment: An Experimental Study. ICIT (2023)
Mingjun Dai, Yinglin Zhao, Jialong Yuan, Sanaz Kianoush, Stefano Savazzi, Bingchun Li
Federated learning based on asynchronous and adjusted client training. Phys. Commun. 61 (2023)
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CoRR (2023)
Sanaz Kianoush, Laura Dossi, Roberto Nebuloni, Alessandro Nordio, Stefano Savazzi
User Location Uncertainty in RIS-Aided Channel Optimization. WPMC (2023)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. PIMRC (2022)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. CoRR (2022)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. CoRR (2022)
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments. IEEE Internet Things J. 8 (2) (2021)
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems. CoRR (2021)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Denis Tolochenko
Calibration-free target detection based on thermal and distance sensor fusion. IEEE SENSORS (2021)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning. CoRR (2021)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
A framework for energy and carbon footprint analysis of distributed and federated edge learning. PIMRC (2021)
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. IEEE Commun. Mag. 59 (2) (2021)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization. ICASSP (2020)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks. CAMAD (2020)
Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Sanaz Kianoush, Denis Tolochenko
Processing of body-induced thermal signatures for physical distancing and temperature screening. CoRR (2020)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
Passive Detection and Discrimination of Body Movements in the sub-THz Band: A Case Study. ICASSP (2019)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Daniele Piazza
Pattern reconfigurable antennas for passive motion detection: WiFi test-bed and first studies. PIMRC (2019)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Monica Nicoli
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms. Sensors 19 (16) (2019)
Stefano Savazzi, Stephan Sigg, Federico Vicentini, Sanaz Kianoush, Rainhard D. Findling
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry. Computer 52 (7) (2019)
Gloria Soatti, Stefano Savazzi, Monica Nicoli, Maria Antonieta Alvarez, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing. Ad Hoc Networks 89 (2019)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Alberto Minora, Leonardo Costa
Occupancy Pattern Recognition with Infrared Array Sensors: A Bayesian Approach to Multi-body Tracking. ICASSP (2019)
Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments. Business Process Management Workshops (2019)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Sanaz Kianoush, Franck Le Gall, Hamza Baqa, David Remon
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform. WF-IoT (2018)
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi, Stephan Sigg
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies. IEEE Internet Things J. 5 (5) (2018)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
Leveraging MIMO-OFDM radio signals for device-free occupancy inference: system design and experiments. EURASIP J. Adv. Signal Process. 2018 (2018)
Sanaz Kianoush, Stefano Savazzi, Monica Nicoli
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools. WPNC (2018)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
Cellular Data Analytics for Detection and Discrimination of Body Movements. IEEE Access 6 (2018)
Sanaz Kianoush, Stefano Savazzi, Federico Vicentini, Vittorio Rampa, Matteo Giussani
Device-Free RF Human Body Fall Detection and Localization in Industrial Workplaces. IEEE Internet Things J. 4 (2) (2017)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection. PerCom Workshops (2017)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
Tracking of frequency selectivity for device-free detection of multiple targets. ICC Workshops (2017)
Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi, Monica Nicoli
Pre-deployment performance assessment of device-free radio localization systems. ICC Workshops (2016)
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa
A dynamic Bayesian network approach for device-free radio vision: Modeling, learning and inference for body motion recognition. ICASSP (2016)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
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) (2016)
Sanaz Kianoush, Anna Vizziello, Paolo Gamba
Energy-Efficient and Mobile-Aided Cooperative Localization in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 65 (5) (2016)
Stefano Savazzi, Boris Ramos, Jean Michel Winter, Sanaz Kianoush, Vittorio Rampa, E. del Rosario, T. Chavez, Oscar Cevallos
Towards a factory-of-things: Channel modeling and deployment assessment in PetroEcuador Esmeraldas oil refinery. LATINCOM (2016)
Sanaz Kianoush, Stefano Savazzi, Federico Vicentini, Vittorio Rampa, Matteo Giussani
Leveraging RF signals for human sensing: Fall detection and localization in human-machine shared workspaces. INDIN (2015)
Sanaz Kianoush, Anna Vizziello, Paolo Gamba
A cooperative localization algorithm exploiting a mobile device in cognitive radio networks. EuCNC (2014)
Anna Vizziello, Sanaz Kianoush, Lorenzo Favalli, Paolo Gamba
Location based routing protocol exploiting heterogeneous primary users in cognitive radio networks. ICC (2013)
Sanaz Kianoush
Comparision Fuzzy Scheme in Sensor Network Localization among Heuristic-Based Techniques. BroadBandCom (2009)