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PE7_8 - Networks, e.g. communication networks and nodes, Internet of Things, sensor networks, networks of robots, PE7_7 - Signal processing, PE7_6 - Communication systems, wireless technology, high-frequency technology, wireless sensor networks, internet of things, signal processing

Biography

Stefano Savazzi received the MSc (2004) and Ph.D. (2008) degree in Information Technology (both with honors) from the Dipartimento di Elettronica e Informazione, Politecnico di Milano. He was a Visiting Researcher at Uppsala University in 2005 (Signals and Systems), Electrical and Computer Engineering, University of California San Diego (UCSD) in 2007 and Senior Researcher at Forschungszentrum Telekommunikation, Wien (ftw) in 2010.
In 2012 he joined the Consiglio Nazionale delle Ricerche (CNR – Italian National Research Council) holding a permanent position as Researcher at the IEIIT institute (Institute of Electronics, Computer and Telecommunication Engineering).
His current research interests include signal processing and networking aspects for wireless communications with special focus on cognitive and cooperative communication systems, internet of things and wireless sensor networks for industrial automation, critical process control and localization. Dr. Savazzi won the D.N. Chorafas Foundation Award for best Ph.D. dissertation in 2008.

Activities

Employment (1)

Consiglio Nazionale delle Ricerche: Milano, Lombary, IT

2012-02-01 to present | Researcher (IEIIT institute)
Employment
Source: Self-asserted source
stefano savazzi

Education and qualifications (1)

Politecnico di Milano: Milano, Lombardia, IT

2005-01-01 to 2008-06-01 | Ph.D. (DEIB)
Education
Source: Self-asserted source
stefano savazzi

Works (50 of 206)

Items per page:
Page 1 of 5

On the Impact of Model Compression for Bayesian Federated Learning: An Analysis on Healthcare Data

IEEE Signal Processing Letters
2025 | Journal article
Contributors: Luca Barbieri; Stefano Savazzi; Monica Nicoli
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications

arXiv
2024 | Other
EID:

2-s2.0-85191894241

Part of ISSN: 23318422
Contributors: Boiano, A.; Gennaro, M.D.; Barbieri, L.; Carminati, M.; Nicoli, M.; Redondi, A.; Savazzi, S.; Aillet, A.S.; Santos, D.R.; Serio, L.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Joint RIS-Assisted Localization and Communication: A Trade-off Among Accuracy, Spectrum Efficiency, and Time Resource

IEEE Sensors Journal
2024 | Journal article
Contributors: Sanaz Kianoush; Alessandro Nordio; Laura Dossi; Roberto Nebuloni; Stefano Savazzi
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Angle-Agnostic Radio Frequency Sensing Integrated Into 5G-NR

IEEE Sensors Journal
2024-11-01 | Journal article
Contributors: Dariush Salami; Ramin Hasibi; Stefano Savazzi; Tom Michoel; Stephan Sigg
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Electromagnetic-Informed Generative Models for Passive RF Sensing and Perception of Body Motions

2024-01-01 | Journal article
EID:

2-s2.0-85194825484

WOSUID:

WOS:001288291400007

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

On the Impact of the Antenna Radiation Patterns in Passive Radio Sensing

2024-01-01 | Journal article
EID:

2-s2.0-85181567477

WOSUID:

WOS:001167084100041

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception

2024-01-01 | Conference paper
EID:

2-s2.0-85192472844

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification

IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
2023 | Conference paper
EID:

2-s2.0-85190526573

Part of ISBN: 9798350303490
Part of ISSN: 23784873
Contributors: Barbieri, L.; Savazzi, S.; Kianoush, S.; Nicoli, M.; Serio, L.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A physics-informed generative model for passive radio-frequency sensing

arXiv
2023 | Other
EID:

2-s2.0-85174793423

Part of ISSN: 23318422
Contributors: Savazzi, S.; Fieramosca, F.; Kianoush, S.; Rampa, V.; D’Amico, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A Physics-Informed Generative Model for Passive Radio-Frequency Sensing

International Conference on Electromagnetics in Advanced Applications and IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications, ICEAA-APWC 2023
2023 | Conference paper
EID:

2-s2.0-85179012973

Part of ISBN: 9798350320602
Contributors: Savazzi, S.; Fieramosca, F.; Kianoush, S.; Rampa, V.; D'Amico, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Cooperation and Federation in Distributed Radar Point Cloud Processing

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
2023 | Conference paper
EID:

2-s2.0-85178268161

Part of ISBN: 9781665464833
Contributors: Savazzi, S.; Rampa, V.; Kianoush, S.; Minora, A.; Costa, L.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning

2023-01-01 | Journal article
EID:

2-s2.0-85149400290

WOSUID:

WOS:000947576500001

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

A Random Forest Approach to Body Motion Detection: Multi-sensory Fusion and Edge Processing

2023-01-01 | Journal article
EID:

2-s2.0-85147223230

WOSUID:

WOS:000965361300001

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

A Traffic Model based Approach to Parameter Server Design in Federated Learning Processes

2023-01-01 | Journal article
EID:

2-s2.0-85159841493

WOSUID:

WOS:001029234900024

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

An EM Body Model for Device-Free Localization with Multiple Antenna Receivers: A First Study

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Federated learning based on asynchronous and adjusted client training

2023-01-01 | Journal article
EID:

2-s2.0-85170410392

WOSUID:

WOS:001083248600001

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Modelling of the floor effects in device-free radio localization applications

2023-01-01 | Conference paper
EID:

2-s2.0-85162245253

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Radar and Infra-Red array Sensor Fusion in a Robotized Environment: An Experimental Study

2023-01-01 | Conference paper
EID:

2-s2.0-85163319229

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

User Location Uncertainty in RIS-Aided Channel Optimization

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning

arXiv
2022 | Other
EID:

2-s2.0-85133204916

Part of ISSN: 23318422
Contributors: Savazzi, S.; Rampa, V.; Kianoush, S.; Bennis, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning

arXiv
2022 | Other
EID:

2-s2.0-85144262255

Part of ISSN: 23318422
Contributors: Savazzi, S.; Rampa, V.; Kianoush, S.; Bennis, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
2022 | Conference paper
EID:

2-s2.0-85145666353

Part of ISBN: 9781665480536
Contributors: Savazzi, S.; Rampa, V.; Kianoush, S.; Bennis, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Wireless LAN sensing with smart antennas

arXiv
2022 | Other
EID:

2-s2.0-85170899951

Part of ISSN: 23318422
Contributors: Santoboni, M.; Bersan, R.; Savazzi, S.; Zecchin, A.; Rampa, V.; Piazza, D.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Wireless LAN sensing with smart antennas

2022 16th European Conference on Antennas and Propagation, EuCAP 2022
2022 | Conference paper
EID:

2-s2.0-85130625660

Part of ISBN: 9788831299046
Contributors: Santoboni, M.; Bersan, R.; Savazzi, S.; Zecchin, A.; Rampa, V.; Piazza, D.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning

2022-01-01 | Journal article
EID:

2-s2.0-85133810953

WOSUID:

WOS:000966247800001

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization

2022-01-01 | Conference paper
EID:

2-s2.0-85146958577

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Decentralized federated learning for extended sensing in 6G connected vehicles

2022-01-01 | Journal article
EID:

2-s2.0-85114442471

WOSUID:

WOS:000750907600002

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation

2022-01-01 | Journal article
EID:

2-s2.0-85123322617

WOSUID:

WOS:000747197200001

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 3)‎

Electromagnetic Models for Device-Free Radio Localization with Antenna Arrays

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning

2022-01-01 | Conference paper
DOI:

20.500.14243/461031

EID:

20.500.14243/461031

Source: check_circle
Consiglio Nazionale delle Ricerche CNR

SafeCobot Project Report

2022-01-01 | Other
Source: check_circle
Consiglio Nazionale delle Ricerche CNR

Wireless LAN Sensing with Smart Antennas

Source: check_circle
Consiglio Nazionale delle Ricerche CNR

A cloud-IoT platform for passive radio sensing: Challenges and application case studies

arXiv
2021 | Other
EID:

2-s2.0-85171208462

Part of ISSN: 23318422
Contributors: Kianoush, S.; Raja, M.; Savazzi, S.; Sigg, S.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A cloud-IoT platform for passive radio sensing: Challenges and application case studies

arXiv
2021 | Other
EID:

2-s2.0-85104329106

Part of ISSN: 23318422
Contributors: Kianoush, S.; Raja, M.; Savazzi, S.; Sigg, S.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A framework for energy and carbon footprint analysis of distributed and federated edge learning

arXiv
2021 | Other
EID:

2-s2.0-85170461557

Part of ISSN: 23318422
Contributors: Savazzi, S.; Kianoush, S.; Rampa, V.; Bennis, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A framework for energy and carbon footprint analysis of distributed and federated edge learning

arXiv
2021 | Other
EID:

2-s2.0-85104223651

Part of ISSN: 23318422
Contributors: Savazzi, S.; Kianoush, S.; Rampa, V.; Bennis, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A multisensory edge-cloud platform for opportunistic radio sensing in cobot environments

arXiv
2021 | Other
EID:

2-s2.0-85169943237

Part of ISSN: 23318422
Contributors: Kianoush, S.; Savazzi, S.; Beschi, M.; Sigg, S.; Rampa, V.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A multisensory edge-cloud platform for opportunistic radio sensing in cobot environments

arXiv
2021 | Other
EID:

2-s2.0-85104327703

Part of ISSN: 23318422
Contributors: Kianoush, S.; Savazzi, S.; Beschi, M.; Sigg, S.; Rampa, V.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Electromagnetic models for passive detection and localization of multiple bodies

arXiv
2021 | Other
EID:

2-s2.0-85181602101

Part of ISSN: 23318422
Contributors: Rampa, V.; Gentili, G.G.; Savazzi, S.; D’Amico, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Electromagnetic models for passive detection and localization of multiple bodies

arXiv
2021 | Other
EID:

2-s2.0-85106155426

Part of ISSN: 23318422
Contributors: Rampa, V.; Gentili, G.G.; Savazzi, S.; D’Amico, M.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Integrating sensing and communication in cellular networks via NR sidelink

arXiv
2021 | Other
EID:

2-s2.0-85170887710

Part of ISSN: 23318422
Contributors: Salami, D.; Hasibi, R.; Savazzi, S.; Michoel, T.; Sigg, S.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Integrating sensing and communication in cellular networks via NR sidelink

arXiv
2021 | Other
EID:

2-s2.0-85115882284

Part of ISSN: 23318422
Contributors: Salami, D.; Hasibi, R.; Savazzi, S.; Michoel, T.; Sigg, S.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Opportunities of federated learning in connected, cooperative and automated industrial systems

arXiv
2021 | Other
EID:

2-s2.0-85171312495

Part of ISSN: 23318422
Contributors: Savazzi, S.; Nicoli, M.; Bennis, M.; Kianoush, S.; Barbieri, L.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

Opportunities of federated learning in connected, cooperative and automated industrial systems

arXiv
2021 | Other
EID:

2-s2.0-85101284774

Part of ISSN: 23318422
Contributors: Savazzi, S.; Nicoli, M.; Bennis, M.; Kianoush, S.; Barbieri, L.
Source: Self-asserted source
stefano savazzi via Scopus - Elsevier

A framework for energy and carbon footprint analysis of distributed and federated edge learning

2021-01-01 | Conference paper
EID:

2-s2.0-85118447509

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Automatic Calibration of Anchor Nodes in Device-Free Radio Localization and Motion Tracking Scenarios

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

Calibration-Free Target Detection Based on Thermal and Distance Sensor Fusion

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎

D3.2: Deployed RadioSense infrastructure inside the testing plant: cloud and data structures

2021-01-01 | Other
Source: check_circle
Consiglio Nazionale delle Ricerche CNR

Decentralized Federated Learning for Extended Sensing in 6G Connected and Automated Vehicles

2021-01-01 | Book chapter
Source: check_circle
Consiglio Nazionale delle Ricerche CNR

Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks

2021-01-01 | Conference paper
EID:

2-s2.0-85112834198

Source: check_circle
Consiglio Nazionale delle Ricerche CNR
grade
Preferred source (of 2)‎
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Page 1 of 5

Peer review (4 reviews for 4 publications/grants)

Review activity for Computer networks. (1)
Review activity for EURASIP Journal on Advances in Signal Processing. (1)
Review activity for Internet of things. (1)
Review activity for Pervasive and mobile computing. (1)