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Federica Zonzini
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2020 – today
- 2024
- [j14]Edoardo Ragusa, Federica Zonzini, Luca De Marchi, Rodolfo Zunino:
Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection. IEEE Internet Things J. 11(19): 31745-31757 (2024) - [j13]Lorenzo Gigli, Ivan D. Zyrianoff, Federica Zonzini, Denis Bogomolov, Nicola Testoni, Marco Di Felice, Luca De Marchi, Giuseppe Augugliaro, Canio Mennuti, Alessandro Marzani:
Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring. IEEE Trans. Ind. Informatics 20(4): 5874-5887 (2024) - [j12]Edoardo Ragusa, Federica Zonzini, Paolo Gastaldo, Luca De Marchi:
Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics. IEEE Trans. Ind. Informatics 20(8): 10488-10498 (2024) - [c14]Amit Singh, Payam Barnaghi, Geoff V. Merrett, Eiman Kanjo, Rishad A. Shafik, Aurora Gil de Castro, Florenc Demrozi, Federica Zonzini, Amna Anwar, Bipin Rajendran, Osvaldo Simeone:
Welcome Message from the Chairs. COINS 2024: 1 - [c13]Federica Zonzini, Nicola Testoni, Antonio Palermo, Luca De Marchi, Canio Mennuti, Giuseppe Augugliaro, Alessandro Marzani:
Green Wireless Sensing Network for Structural Health Monitoring: A Vertical Approach. M&N 2024: 1-6 - 2023
- [j11]Federico Montori, Ivan D. Zyrianoff, Lorenzo Gigli, Alessandro Calvio, Riccardo Venanzi, Simone Sindaco, Luca Sciullo, Federica Zonzini, Matteo Zauli, Nicola Testoni, Alessandro Bertacchini, Elisa Londero, Enrico Alessi, Marco Di Felice, Luciano Bononi, Paolo Bellavista, Luca De Marchi, Alessandro Marzani, Paolo Azzoni, Tullio Salmon Cinotti:
An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario. IEEE Access 11: 6837-6856 (2023) - [j10]Giacomo Donati, Federica Zonzini, Luca De Marchi:
Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization. Comput. 12(7): 129 (2023) - [c12]Federica Zonzini, Edoardo Ragusa, Luca De Marchi, Paolo Gastaldo:
Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks. ApplePies 2023: 103-108 - [c11]Federica Zonzini, Letizia Burioli, Andi Gashi, Nicola Francesco Mancini, Luca De Marchi:
A Tiny Convolutional Neural Network driven by System Identification for Vibration Anomaly Detection at the Extreme Edge. COINS 2023: 1-6 - [c10]Stefano Taccetti, Lorenzo Mistral Peppi, Federica Zonzini, Masoud Mohammadgholiha, Matteo Zauli, Luca De Marchi:
Design of a Novel Pulser for Frequency Selective-based Power and Data Transmission. MetroAutomotive 2023: 83-87 - 2022
- [b1]Federica Zonzini:
Intelligent Sensor Systems for Structural Health Monitoring Applications. University of Bologna, Italy, 2022 - [j9]Federica Zonzini, Vasilis K. Dertimanis, Eleni N. Chatzi, Luca De Marchi:
System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring. IEEE Internet Things J. 9(20): 20467-20478 (2022) - [j8]Federica Zonzini, Denis Bogomolov, Tanush Dhamija, Nicola Testoni, Luca De Marchi, Alessandro Marzani:
Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring. Sensors 22(3): 1091 (2022) - [j7]Federica Zonzini, Antonio Carbone, Francesca Romano, Matteo Zauli, Luca De Marchi:
Machine Learning Meets Compressed Sensing in Vibration-Based Monitoring. Sensors 22(6): 2229 (2022) - [c9]Federica Zonzini, Matteo Zauli, Luca De Marchi:
eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge. ApplePies 2022: 23-29 - [c8]Federica Zonzini, Giacomo Donati, Luca De Marchi:
A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks. SYSINT 2022: 340-349 - 2021
- [j6]Federica Zonzini, Alberto Girolami, Luca De Marchi, Alessandro Marzani, Davide Brunelli:
Cluster-Based Vibration Analysis of Structures With GSP. IEEE Trans. Ind. Electron. 68(4): 3465-3474 (2021) - [j5]Federica Zonzini, Matteo Zauli, Mauro Mangia, Nicola Testoni, Luca De Marchi:
Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring. IEEE Trans. Ind. Informatics 17(11): 7338-7347 (2021) - [c7]Cristiano Aguzzi, Lorenzo Gigli, Luca Sciullo, Angelo Trotta, Federica Zonzini, Luca De Marchi, Marco Di Felice, Alessandro Marzani, Tullio Salmon Cinotti:
MODRON: A Scalable and Interoperable Web of Things Platform for Structural Health Monitoring. CCNC 2021: 1-7 - [c6]Federico Montori, Ivan D. Zyrianoff, Lorenzo Gigli, Riccardo Venanzi, Simone Sindaco, Cristiano Aguzzi, Federica Zonzini, Matteo Zauli, Nicola Testoni, Enrico Alessi, Marco Di Felice, Luciano Bononi, Paolo Bellavista, Luca De Marchi, Tullio Salmon Cinotti:
A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework. IECON 2021: 1-6 - 2020
- [j4]Christian Kexel, Nicola Testoni, Federica Zonzini, Jochen Moll, Luca De Marchi:
Low-Power MIMO Guided-Wave Communication. IEEE Access 8: 217425-217436 (2020) - [j3]Federica Zonzini, Cristiano Aguzzi, Lorenzo Gigli, Luca Sciullo, Nicola Testoni, Luca De Marchi, Marco Di Felice, Tullio Salmon Cinotti, Canio Mennuti, Alessandro Marzani:
Structural Health Monitoring and Prognostic of Industrial Plants and Civil Structures: A Sensor to Cloud Architecture. IEEE Instrum. Meas. Mag. 23(9): 21-27 (2020) - [j2]Federica Zonzini, Michelangelo Maria Malatesta, Denis Bogomolov, Nicola Testoni, Alessandro Marzani, Luca De Marchi:
Vibration-Based SHM With Upscalable and Low-Cost Sensor Networks. IEEE Trans. Instrum. Meas. 69(10): 7990-7998 (2020) - [c5]Federica Zonzini, Matteo Zauli, Antonio Carbone, Francesca Romano, Nicola Testoni, Luca De Marchi:
Hardware-Oriented Data Recovery Algorithms for Compressed Sensing-Based Vibration Diagnostics. ApplePies 2020: 69-75
2010 – 2019
- 2019
- [c4]Federica Zonzini, Alberto Girolami, Davide Brunelli, Nicola Testoni, Alessandro Marzani, Luca De Marchi:
A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks. ApplePies 2019: 355-361 - [c3]Federica Zonzini, Michelangelo Maria Malatesta, Denis Bogomolov, Nicola Testoni, Luca De Marchi, Alessandro Marzani:
Heterogeneous Sensor-network for Vibration-based SHM. M&N 2019: 1-5 - 2018
- [j1]Nicola Testoni, Cristiano Aguzzi, Valentina Arditi, Federica Zonzini, Luca De Marchi, Alessandro Marzani, Tullio Salmon Cinotti:
A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM. J. Sensors 2018: 2107679:1-2107679:12 (2018) - [c2]Alberto Girolami, Federica Zonzini, Luca De Marchi, Davide Brunelli, Luca Benini:
Modal Analysis of Structures with Low-cost Embedded Systems. ISCAS 2018: 1-4 - [c1]Federica Zonzini, Luca De Marchi, Nicola Testoni:
A Small Footprint, Low Power, and Light Weight Sensor Node and Dedicated Processing for Modal Analysis. Sensors 2018: 361-370
Coauthor Index
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