Foto del docente

Federica Zonzini

Research fellow

"Ercole De Castro" Research Centre on Electronic Systems for Information and Communication Technologies

Teaching tutor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/01 Electronic Engineering

Publications

Zauli, Matteo; Zonzini, Federica; Coppola, Valerio; Dertimanis, Vasilis; Chatzi, Eleni; Testoni, Nicola; De Marchi, Luca, A Novel Smart Sensor Node with Embedded Signal Processing Functionalities Addressing Vibration–Based Monitoring, in: 10th European Workshop on Structural Health Monitoring, 2023, 270, pp. 1000 - 1008 (atti di: 10th European Workshop on Structural Health Monitoring, Palermo, 4-7/07/2022) [Contribution to conference proceedings]

Zonzini, Federica; Castaldi, Paolo; De Marchi, Luca, Frequency Domain System Identification of Error–in–Variables Systems for Vibration–Based Monitoring, in: 10th European Workshop on Structural Health Monitoring, 2023, 270, pp. 972 - 981 (atti di: 10th European Workshop on Structural Health Monitoring, Palermo, 4-7/07/2022) [Contribution to conference proceedings]

Zonzini, Federica; Bogomolov, Denis; Dhamija, Tanush; Testoni, Nicola; De Marchi, Luca De; Marzani, Alessandro, Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring, «SENSORS», 2022, 22, Article number: 1091 , pp. 1 - 21 [Scientific article]Open Access

Zonzini, Federica; Carbone, Antonio; Romano, Francesca; Zauli, Matteo; De Marchi, Luca, Machine Learning Meets Compressed Sensing in Vibration-Based Monitoring, «SENSORS», 2022, 22, pp. 1 - 19 [Scientific article]

Zonzini, Federica; Dertimanis, Vasilis; Chatzi, Eleni; De Marchi, Luca, System Identification at the Extreme Edge for Network Load Reduction in Vibration-based Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2022, first online, pp. 1 - 13 [Scientific article]

Zonzini, Federica; De Marchi, Luca; Testoni, Nicola; Kexel, Christian; Moll, Jochen, A Structural-Aware Frequency Division Multiplexing Technique for Acoustic Data Communication in SHM Applications, in: EWSHM 2020: European Workshop on Structural Health Monitoring, 2021, 127, pp. 769 - 778 (atti di: EWSHM 2020: European Workshop on Structural Health Monitoring, Online, Online) [Contribution to conference proceedings]

Montori F.; Zyrianoff Ivan Dimitry; Gigli L.; Venanzi R.; Sindaco S.; Aguzzi C.; Zonzini F.; Zauli M.; Testoni Nicola; Alessi Enrico; Di Felice M.; Bononi L.; Bellavista P.; De Marchi L.; Cinotti T.S., A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework, in: IECON Proceedings (Industrial Electronics Conference), New York, IEEE, 2021, 2021-, pp. 1 - 6 (atti di: 47th Annual Conference of the IEEE Industrial Electronics Society, IECON 2021, can, 2021) [Contribution to conference proceedings]Open Access

Denis Bogomolov, Nicola Testoni, Federica Zonzini, Michelangelo Maria Malatesta, Luca de Marchi, Alessandro Marzani, Acoustic emission structural monitoring through low-cost sensor nodes, in: International Conference on Structural Health Monitoring of Intelligent Infrastructure, 2021, pp. 383 - 388 (atti di: International Conference on Structural Health Monitoring of Intelligent Infrastructure, Online, 30 June - 2 July, 2021) [Contribution to conference proceedings]

Federica Zonzini; Denis Bogomolov; Tanush Dhamija; Luca De Marchi; Alessandro Marzani, Artificial Intelligence Algorithms for Time of Arrival Estimation in Acoustic Emission Signals, in: Sicurezza e affidabilità delle attrezzature a pressione 2021, 2021, pp. 1 - 8 (atti di: Sicurezza e affidabilità delle attrezzature a pressione 2021, Online, 16-18 Novembre 2021) [Contribution to conference proceedings]

Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli, Cluster-based Vibration Analysis of Structures with GSP, «IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS», 2021, 68, pp. 3465 - 3474 [Scientific article]Open Access

Zauli, Matteo; Zonzini, Federica; Testoni, Nicola; Marzani, Alessandro; De Marchi, Luca, Compressive Sensing and On-Board Data Recovery for Vibration–Based SHM, in: European Workshop on Structural Health Monitoring, 2021, 127, pp. 327 - 334 (atti di: EWSHM 2020: European Workshop on Structural Health Monitoring, Online, Online) [Contribution to conference proceedings]

Zonzini, Federica; Romano, Francesca; Carbone, Antonio; Zauli, Matteo; De Marchi, Luca, Enhancing Vibration-Based Structural Health Monitoring via Edge Computing: A Tiny Machine Learning Perspective, in: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2021, pp. 1 - 6 (atti di: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, Onine, 28-30 07/2021) [Contribution to conference proceedings]

Zonzini, Federica; Zauli, Matteo; Carbone, Antonio; Romano, Francesca; Testoni, Nicola; De Marchi, Luca, Hardware–Oriented Data Recovery Algorithms for Compressed Sensing–Based Vibration Diagnostics, in: ApplePies 2020: Applications in Electronics Pervading Industry, Environment and Society, 2021, 738, pp. 69 - 75 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, Online, 19-20/11/2020) [Contribution to conference proceedings]

Zonzini, Federica; Zauli, Matteo; Mangia, Mauro; Testoni, Nicola; De Marchi, Luca, HW-Oriented Compressed Sensing for Operational Modal Analysis: The Impact of Noise in MEMS Accelerometer Networks, in: 2021 IEEE Sensors Applications Symposium (SAS), 2021, pp. 1 - 5 (atti di: Sensors Application Sysmposium, Sundsvall, Sweden (Online), 23-25 Agosto 2021) [Contribution to conference proceedings]

Zonzini, Federica; Zauli, Matteo; Mangia, Mauro; Testoni, Nicola; De Marchi, Luca, Model-assisted Compressed Sensing for Vibration-based Structural Health Monitoring, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2021, 17, Article number: 9318528 , pp. 7338 - 7347 [Scientific article]Open Access

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