Stefano Savazzi

Orcid: 0000-0002-9865-6512

According to our database1, Stefano Savazzi authored at least 100 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT.
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

2023
Federated learning based on asynchronous and adjusted client training.
Phys. Commun., December, 2023

A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes.
IEEE Commun. Lett., July, 2023

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
IEEE Trans. Green Commun. Netw., March, 2023

A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning.
IEEE Access, 2023

User Location Uncertainty in RIS-Aided Channel Optimization.
Proceedings of the 26th International Symposium on Wireless Personal Multimedia Communications, 2023

Cooperation and Federation in Distributed Radar Point Cloud Processing.
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
Cellular Data Repository.
Dataset, May, 2022

Decentralized federated learning for extended sensing in 6G connected vehicles.
Veh. Commun., 2022

Wireless LAN sensing with smart antennas.
CoRR, 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
Federated Learning: mmWave MIMO radar dataset for testing.
Dataset, August, 2021

EM Model-Based Device-Free Localization of Multiple Bodies.
Sensors, 2021

A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments.
IEEE Internet Things J., 2021

Integrating Sensing and Communication in Cellular Networks via NR Sidelink.
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

Calibration-free target detection based on thermal and distance sensor fusion.
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

Analysis of body-induced thermal signatures for social distancing monitoring.
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
Federated Learning: example dataset (FMCW 122GHz radars).
Dataset, September, 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

Cellular Data Analytics for Detection and Discrimination of Body Movements.
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

A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform.
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

Device-Free RF Human Body Fall Detection and Localization in Industrial Workplaces.
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

Tracking of frequency selectivity for device-free detection of multiple targets.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

2016
Seamless LTE connectivity in high-speed trains.
Wirel. Commun. Mob. Comput., 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

A mobile phone-sensing system for emergency management: The SENSE-ME platform.
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

Pre-deployment performance assessment of device-free radio localization systems.
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

Device-free localization of multiple targets.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Physical Modeling and Performance Bounds for Device-free Localization Systems.
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

Distributed Sensing of Interference Pattern in Dense Cooperative Wireless Networks.
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

Coexistence issues in wireless networks for factory automation.
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Safe human-robot cooperation through sensor-less radio localization.
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Cloud-based wirelesshart networking for critical industrial monitoring and control.
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Distributed Load Balancing for Future 5G Systems On-board High-Speed Trains.
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014

2013
Partner Selection in Indoor-to-Outdoor Cooperative Networks: An Experimental Study.
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

Ultra-wide band sensor networks in oil and gas explorations.
IEEE Commun. Mag., 2013

Wireless Network Planning and Optimization in Oil and Gas Refineries.
Proceedings of the III Brazilian Symposium on Computing Systems Engineering, 2013

Wireless Cloud Networks for Critical Industrial Quality Control.
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

Optimizing Training Lengths and Training Intervals in Time-Varying Fading Channels.
IEEE Trans. Signal Process., 2009

On the pilot spacing constraints for continuous time-varying fading channels.
IEEE Trans. Commun., 2009

Design Criteria of Two-Hop Based Wireless Networks with Non-Regenerative Relays in Arbitrary Fading Channels.
IEEE Trans. Commun., 2009

High-Density Wireless Geophone Networks for Oil and Gas Monitoring and Exploration.
ERCIM News, 2009

Synchronous ultra-wide band wireless sensors networks for oil and gas exploration.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

2008
Cooperative Fading Regions for Decode and Forward Relaying.
IEEE Trans. Inf. Theory, 2008

Spectrum Leasing to Cooperating Secondary Ad Hoc Networks.
IEEE J. Sel. Areas Commun., 2008

Training Structure Design Optimization for Continuous Time-Varying Fading Channels.
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

Cooperative Space-Time Coded Transmissions in Nakagami-m Fading Channels.
Proceedings of the Global Communications Conference, 2007

2006
Spatial multiplexing for outdoor MIMO-OFDM systems with limited feedback costraint.
Proceedings of IEEE International Conference on Communications, 2006

Virtual MIMO Channels in Cooperative Multi-hop Wireless Sensor Networks.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006


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