Federica Zonzini
Orcid: 0000-0002-2429-1469
According to our database1,
Federica Zonzini
authored at least 29 papers
between 2018 and 2024.
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Bibliography
2024
Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection.
IEEE Internet Things J., October, 2024
Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics.
IEEE Trans. Ind. Informatics, August, 2024
IEEE Trans. Ind. Informatics, April, 2024
Green Wireless Sensing Network for Structural Health Monitoring: A Vertical Approach.
Proceedings of the 2024 IEEE International Symposium on Measurements & Networking (M&N), 2024
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024
2023
Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization.
Comput., June, 2023
An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario.
IEEE Access, 2023
Proceedings of the IEEE International Workshop on Metrology for Automotive, 2023
A Tiny Convolutional Neural Network driven by System Identification for Vibration Anomaly Detection at the Extreme Edge.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023
Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023
2022
PhD thesis, 2022
Sensors, 2022
Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring.
Sensors, 2022
System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring.
IEEE Internet Things J., 2022
A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks.
Proceedings of the Advances in System-Integrated Intelligence, 2022
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022
2021
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Ind. Electron., 2021
A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework.
Proceedings of the IECON 2021, 2021
MODRON: A Scalable and Interoperable Web of Things Platform for Structural Health Monitoring.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
2020
IEEE Trans. Instrum. Meas., 2020
Structural Health Monitoring and Prognostic of Industrial Plants and Civil Structures: A Sensor to Cloud Architecture.
IEEE Instrum. Meas. Mag., 2020
Hardware-Oriented Data Recovery Algorithms for Compressed Sensing-Based Vibration Diagnostics.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020
2019
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019
A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019
2018
A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM.
J. Sensors, 2018
A Small Footprint, Low Power, and Light Weight Sensor Node and Dedicated Processing for Modal Analysis.
Proceedings of the Sensors, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018