Stefano Savazzi
Orcid: 0000-0002-9865-6512
According to our database1,
Stefano Savazzi
authored at least 109 papers
between 2006 and 2025.
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Bibliography
2025
On the Impact of Model Compression for Bayesian Federated Learning: An Analysis on Healthcare Data.
IEEE Signal Process. Lett., 2025
2024
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
CoRR, 2024
An Initial Study of Human-Scale Blockage in sub-THz Radio Propagation with Application to Indoor Passive Localization.
CoRR, 2024
An EM Body Model for Device-Free Localization with Multiple Antenna Receivers: A First Study.
CoRR, 2024
CoRR, 2024
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT.
CoRR, 2024
Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception.
CoRR, 2024
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks.
CoRR, 2024
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
CoRR, 2024
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024
A Federated Learning Approach For Operator Monitoring in Heterogeneous Cobot Environments.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
2023
Phys. Commun., December, 2023
A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes.
IEEE Commun. Lett., July, 2023
IEEE Trans. Green Commun. Netw., March, 2023
A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning.
IEEE Access, 2023
Proceedings of the 26th International Symposium on Wireless Personal Multimedia Communications, 2023
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Radar and Infra-Red array Sensor Fusion in a Robotized Environment: An Experimental Study.
Proceedings of the IEEE International Conference on Industrial Technology, 2023
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
Proceedings of the 28th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks , 2023
2022
Veh. Commun., 2022
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation.
IEEE Access, 2022
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization.
Proceedings of the IEEE Global Communications Conference, 2022
2021
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments.
IEEE Internet Things J., 2021
CoRR, 2021
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag., 2021
A framework for energy and carbon footprint analysis of distributed and federated edge learning.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021
Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
2020
Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks.
IEEE Internet Things J., 2020
Processing of body-induced thermal signatures for physical distancing and temperature screening.
CoRR, 2020
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020
2019
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms.
Sensors, 2019
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry.
Computer, 2019
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing.
Ad Hoc Networks, 2019
Motion discrimination by ambient cellular signals: machine learning and computing tools.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019
Pattern reconfigurable antennas for passive motion detection: WiFi test-bed and first studies.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019
Occupancy Pattern Recognition with Infrared Array Sensors: A Bayesian Approach to Multi-body Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2019
Passive Detection and Discrimination of Body Movements in the sub-THz Band: A Case Study.
Proceedings of the IEEE International Conference on Acoustics, 2019
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments.
Proceedings of the Business Process Management Workshops, 2019
2018
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies.
IEEE Internet Things J., 2018
Leveraging MIMO-OFDM radio signals for device-free occupancy inference: system design and experiments.
EURASIP J. Adv. Signal Process., 2018
IEEE Access, 2018
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools.
Proceedings of the 15th Workshop on Positioning, Navigation and Communications, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
2017
Consensus-Based Algorithms for Distributed Network-State Estimation and Localization.
IEEE Trans. Signal Inf. Process. over Networks, 2017
A Wireless Cloud Network Platform for Industrial Process Automation: Critical Data Publishing and Distributed Sensing.
IEEE Trans. Instrum. Meas., 2017
The SENSE-ME platform: Infrastructure-less smartphone connectivity and decentralized sensing for emergency management.
Pervasive Mob. Comput., 2017
IEEE Internet Things J., 2017
Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017
2016
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., 2016
A wireless cloud network platform for critical data publishing in industrial process automation.
Proceedings of the IEEE Sensors Applications Symposium, 2016
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016
Towards a factory-of-things: Channel modeling and deployment assessment in PetroEcuador Esmeraldas oil refinery.
Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016
Proceedings of the IEEE International Conference on Communication, 2016
A dynamic Bayesian network approach for device-free radio vision: Modeling, learning and inference for body motion recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Signal Process. Lett., 2015
Wireless Coexistence and Spectrum Sensing in Industrial Internet of Things: An Experimental Study.
Int. J. Distributed Sens. Networks, 2015
Network design and planning of wireless embedded systems for industrial automation - Applications and case studies in oil refineries.
Des. Autom. Embed. Syst., 2015
Leveraging RF signals for human sensing: Fall detection and localization in human-machine shared workspaces.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015
Proceedings of the IEEE International Conference on Communication, 2015
2014
An Urn Occupancy Approach for Modeling the Energy Consumption of Distributed Beaconing.
IEEE/ACM Trans. Netw., 2014
A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment.
IEEE J. Sel. Top. Signal Process., 2014
Wireless Cloud Networks for the Factory of Things: Connectivity Modeling and Layout Design.
IEEE Internet Things J., 2014
Wireless home automation networks for indoor surveillance: technologies and experiments.
EURASIP J. Wirel. Commun. Netw., 2014
Distributed estimation of macroscopic channel parameters in dense cooperative wireless networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014
2013
IEEE J. Sel. Areas Commun., 2013
Wireless Sensor Network Modeling and Deployment Challenges in Oil and Gas Refinery Plants.
Int. J. Distributed Sens. Networks, 2013
Wireless Virtual Multiple Antenna Networks for Critical Process Control: Protocol Design and Experiments.
Int. J. Distributed Sens. Networks, 2013
Proceedings of the III Brazilian Symposium on Computing Systems Engineering, 2013
Proceedings of the ISWCS 2013, 2013
2012
Wireless networks for smart surveillance: Technologies, protocol design and experiments.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012
Radio imaging by cooperative wireless network: Localization algorithms and experiments.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Wireless over cable in femtocell systems: A case study from indoor channel measurements.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012
2010
Energy-aware compress and forward systems for wireless monitoring of time-varying fields.
Proceedings of the IEEE 21st International Symposium on Personal, 2010
Cross layer optimization for efficient data aggregation in multi-hop wireless sensor networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010
Multi-band UWB sensor networks for high density sub-surface diagnostic: energy consumption and network set-up delay.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010
Impact of Fading Statistics on Partner Selection in Indoor-to-Outdoor Cooperative Networks.
Proceedings of IEEE International Conference on Communications, 2010
2009
A Comparative Analysis of Spatial Multiplexing Techniques for Outdoor MIMO-OFDM Systems with a Limited Feedback Constraint.
IEEE Trans. Veh. Technol., 2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Commun., 2009
Design Criteria of Two-Hop Based Wireless Networks with Non-Regenerative Relays in Arbitrary Fading Channels.
IEEE Trans. Commun., 2009
ERCIM News, 2009
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009
2008
IEEE Trans. Inf. Theory, 2008
IEEE J. Sel. Areas Commun., 2008
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008
2007
Distributed Orthogonal Space-Time Coding: Design and Outage Analysis for Randomized Cooperation.
IEEE Trans. Wirel. Commun., 2007
Energy aware power allocation strategies for multihop-cooperative transmission schemes.
IEEE J. Sel. Areas Commun., 2007
Optimal Design of Nonuniform Linear Arrays in Cellular Systems by Out-of-Cell Interference Minimization.
EURASIP J. Wirel. Commun. Netw., 2007
Proceedings of the Global Communications Conference, 2007
2006
Proceedings of IEEE International Conference on Communications, 2006
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006