Stefano Savazzi

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 67

Top Venues

CoRR

IEEE Internet Things J.

INDIN

PIMRC

Publications

Vittorio Rampa, Federica Fieramosca, Stefano Savazzi, Michele d'Amico
An EM Body Model for Device-Free Localization with Multiple Antenna Receivers: A First Study. CoRR (2024)
Federica Fieramosca, Vittorio Rampa, Michele d'Amico, Stefano Savazzi
Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception. CoRR (2024)
Federica Fieramosca, Vittorio Rampa, Stefano Savazzi, Michele d'Amico
On the impact of the antenna radiation patterns in passive radio sensing. CoRR (2024)
Federica Fieramosca, Vittorio Rampa, Michele d'Amico, Stefano Savazzi
Full-wave EM simulation analysis of human body blockage by dense 2D antenna arrays. CoRR (2024)
Usevalad Milasheuski, Luca Barbieri, Bernardo Camajori Tedeschini, Monica Nicoli, Stefano Savazzi
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks. CoRR (2024)
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. CoRR (2024)
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)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT. 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)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning. IEEE Access 11 (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)
Bernardo Camajori Tedeschini, Stefano Savazzi, Monica Nicoli
A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes. IEEE Commun. Lett. 27 (7) (2023)
Luca Barbieri, Stefano Savazzi, Mattia Brambilla, Monica Nicoli
Decentralized federated learning for extended sensing in 6G connected vehicles. Veh. Commun. 33 (2022)
Marco Santoboni, Riccardo Bersan, Stefano Savazzi, Alberto Zecchin, Vittorio Rampa, Daniele Piazza
Wireless LAN sensing with smart antennas. CoRR (2022)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization. GLOBECOM (2022)
Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation. IEEE Access 10 (2022)
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)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks. ICC Workshops (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)
Vittorio Rampa, Monica Nicoli, Chiara Manno, Stefano Savazzi
EM Model-Based Device-Free Localization of Multiple Bodies. Sensors 21 (5) (2021)
Dariush Salami, Ramin Hasibi, Stefano Savazzi, Tom Michoel, Stephan Sigg
Integrating Sensing and Communication in Cellular Networks via NR Sidelink. CoRR (2021)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks. IEEE Internet Things J. 7 (5) (2020)
Stefano Savazzi, Vittorio Rampa, Leonardo Costa, Denis Tolochenko
Analysis of body-induced thermal signatures for social distancing monitoring. IEEE SENSORS (2020)
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)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks. CoRR (2019)
Stefano Savazzi, Rolando Brondolin, Vittorio Rampa, Marco D. Santambrogio, Umberto Spagnolini
Motion discrimination by ambient cellular signals: machine learning and computing tools. WF-IoT (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)
Gianluca Aloi, Orazio Briante, Marco Di Felice, Giuseppe Ruggeri, Stefano Savazzi
The SENSE-ME platform: Infrastructure-less smartphone connectivity and decentralized sensing for emergency management. Pervasive Mob. Comput. 42 (2017)
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)
Leonardo Ascorti, Stefano Savazzi, Gloria Soatti, Monica Nicoli, Emiliano Sisinni, Stefano Galimberti
A Wireless Cloud Network Platform for Industrial Process Automation: Critical Data Publishing and Distributed Sensing. IEEE Trans. Instrum. Meas. 66 (4) (2017)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa
Tracking of frequency selectivity for device-free detection of multiple targets. ICC Workshops (2017)
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
Consensus-Based Algorithms for Distributed Network-State Estimation and Localization. IEEE Trans. Signal Inf. Process. over Networks 3 (2) (2017)
Leonardo Ascorti, Stefano Savazzi, Emiliano Sisinni, Stefano Galimberti
A wireless cloud network platform for critical data publishing in industrial process automation. SAS (2016)
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)
Gianluca Aloi, Marco Di Felice, Giuseppe Ruggeri, Stefano Savazzi
A mobile phone-sensing system for emergency management: The SENSE-ME platform. RTSI (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)
Monica Nicoli, Vittorio Rampa, Stefano Savazzi, Silvia Schiaroli
Device-free localization of multiple targets. EUSIPCO (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)
Ali Parichehreh, Stefano Savazzi, Leonardo Goratti, Umberto Spagnolini
Seamless LTE connectivity in high-speed trains. Wirel. Commun. Mob. Comput. 16 (12) (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)
Ramon Hugo de Souza, Stefano Savazzi, Leandro Buss Becker
Network design and planning of wireless embedded systems for industrial automation - Applications and case studies in oil refineries. Des. Autom. Embed. Syst. 19 (4) (2015)
Vittorio Rampa, Stefano Savazzi, Monica Nicoli, Michele d'Amico
Physical Modeling and Performance Bounds for Device-free Localization Systems. IEEE Signal Process. Lett. 22 (11) (2015)
Jean Michel Winter, Ivan Müller, Gloria Soatti, Stefano Savazzi, Monica Nicoli, Leandro Buss Becker, João Cesar Netto, Carlos Eduardo Pereira
Wireless Coexistence and Spectrum Sensing in Industrial Internet of Things: An Experimental Study. Int. J. Distributed Sens. Networks 11 (2015)
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
Distributed Sensing of Interference Pattern in Dense Cooperative Wireless Networks. ICC Workshops (2015)
Leonardo Goratti, E. Yaprak, Stefano Savazzi, Carlos A. Pomalaza-Raez
An Urn Occupancy Approach for Modeling the Energy Consumption of Distributed Beaconing. IEEE/ACM Trans. Netw. 22 (1) (2014)
Stefano Savazzi, Monica Nicoli, Francesca Carminati, Michele Riva
A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment. IEEE J. Sel. Top. Signal Process. 8 (1) (2014)
Leonardo Goratti, Stefano Savazzi, Ali Parichehreh, Umberto Spagnolini
Distributed Load Balancing for Future 5G Systems On-board High-Speed Trains. 5GU (2014)
Stefano Savazzi, Vittorio Rampa, Umberto Spagnolini
Wireless Cloud Networks for the Factory of Things: Connectivity Modeling and Layout Design. IEEE Internet Things J. 1 (2) (2014)
Leonardo Ascorti, Stefano Savazzi, Stefano Galimberti
Cloud-based wirelesshart networking for critical industrial monitoring and control. INDIN (2014)
Milo Spadacini, Stefano Savazzi, Monica Nicoli
Wireless home automation networks for indoor surveillance: technologies and experiments. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Monica Nicoli, Gloria Soatti, Stefano Savazzi
Distributed estimation of macroscopic channel parameters in dense cooperative wireless networks. WCNC (2014)
Vittorio Rampa, Federico Vicentini, Stefano Savazzi, Nicola Pedrocchi, Marcello Ioppolo, Matteo Giussani
Safe human-robot cooperation through sensor-less radio localization. INDIN (2014)
Jean Michel Winter, Ivan Müller, Carlos Eduardo Pereira, Stefano Savazzi, Leandro Buss Becker, João Cesar Netto
Coexistence issues in wireless networks for factory automation. INDIN (2014)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Partner Selection in Indoor-to-Outdoor Cooperative Networks: An Experimental Study. IEEE J. Sel. Areas Commun. 31 (8) (2013)
Stefano Savazzi, Ramon Hugo de Souza, Leandro Buss Becker
Wireless Network Planning and Optimization in Oil and Gas Refineries. SBESC (2013)
Stefano Savazzi
Wireless Virtual Multiple Antenna Networks for Critical Process Control: Protocol Design and Experiments. Int. J. Distributed Sens. Networks 9 (2013)
Stefano Savazzi, Umberto Spagnolini, Leonardo Goratti, Daniele Molteni, Matti Latva-aho, Monica Nicoli
Ultra-wide band sensor networks in oil and gas explorations. IEEE Commun. Mag. 51 (4) (2013)
Stefano Savazzi, Sergio Guardiano, Umberto Spagnolini
Wireless Sensor Network Modeling and Deployment Challenges in Oil and Gas Refinery Plants. Int. J. Distributed Sens. Networks 9 (2013)
Stefano Savazzi, Umberto Spagnolini, Leonardo Goratti, Stefano Galimberti
Wireless Cloud Networks for Critical Industrial Quality Control. ISWCS (2013)
Stefano Savazzi, Monica Nicoli, Michele Riva
Radio imaging by cooperative wireless network: Localization algorithms and experiments. WCNC (2012)
Jonathan Gambini, Stefano Savazzi, Paolo Castiglione, Umberto Spagnolini, Gerald Matz
Wireless over cable in femtocell systems: A case study from indoor channel measurements. WCNC Workshops (2012)
Milo Spadacini, Stefano Savazzi, Monica Nicoli, S. Nicoli
Wireless networks for smart surveillance: Technologies, protocol design and experiments. WCNC Workshops (2012)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Partner selection in indoor-to-outdoor cooperative networks: an experimental study CoRR (2011)
Daniele Molteni, Stefano Savazzi, Umberto Spagnolini
Cross layer optimization for efficient data aggregation in multi-hop wireless sensor networks. IWCMC (2010)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Impact of Fading Statistics on Partner Selection in Indoor-to-Outdoor Cooperative Networks. ICC (2010)
Stefano Savazzi, Daniele Molteni, Umberto Spagnolini
Energy-aware compress and forward systems for wireless monitoring of time-varying fields. PIMRC (2010)
I. L'Abbate, Stefano Savazzi, Leonardo Goratti, Umberto Spagnolini, Matti Latva-aho
Multi-band UWB sensor networks for high density sub-surface diagnostic: energy consumption and network set-up delay. IWCMC (2010)
Stefano Savazzi, Umberto Spagnolini
Synchronous ultra-wide band wireless sensors networks for oil and gas exploration. ISCC (2009)
Stefano Savazzi, Vittorio Rampa, Umberto Spagnolini
High-Density Wireless Geophone Networks for Oil and Gas Monitoring and Exploration. ERCIM News 2009 (76) (2009)
Stefano Savazzi, Monica Nicoli, Mikael Sternad
A Comparative Analysis of Spatial Multiplexing Techniques for Outdoor MIMO-OFDM Systems with a Limited Feedback Constraint. IEEE Trans. Veh. Technol. 58 (1) (2009)
Stefano Savazzi, Umberto Spagnolini
Optimizing Training Lengths and Training Intervals in Time-Varying Fading Channels. IEEE Trans. Signal Process. 57 (3) (2009)
Stefano Savazzi, Umberto Spagnolini
Design Criteria of Two-Hop Based Wireless Networks with Non-Regenerative Relays in Arbitrary Fading Channels. IEEE Trans. Commun. 57 (5) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefano Savazzi