ZONZINI, FEDERICA
ZONZINI, FEDERICA
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
Compression-Accuracy Co-optimization Through Hardware-aware Neural Architecture Search for Vibration Damage Detection
In corso di stampa Ragusa, Edoardo; Zonzini, Federica; Marchi, Luca De; Zunino, Rodolfo
Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics
2024 Ragusa, Edoardo; Zonzini, Federica; Gastaldo, Paolo; De Marchi, Luca
Enhanced Global Convolution Networks for Defect Detection in Full Wavefield Imaging
2024 Donati, G; Zonzini, F; De Marchi, L
Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks
2024 Zonzini, Federica; Ragusa, Edoardo; De Marchi, Luca; Gastaldo, Paolo
Evaluating Unmanned Aerial Vehicles for Vibrational Analysis: Exploiting Integrated Capabilities of Nano-Drones as Nodes in a WSN
2024 Matteo Zauli, Federica Zonzini, Giulio Sciullo, Alessandro Marzani, Luca De Marchi
A Novel Smart Sensor Node with Embedded Signal Processing Functionalities Addressing Vibration–Based Monitoring
2023 Zauli, Matteo; Zonzini, Federica; Coppola, Valerio; Dertimanis, Vasilis; Chatzi, Eleni; Testoni, Nicola; De Marchi, Luca
A Tiny Convolutional Neural Network driven by System Identification for Vibration Anomaly Detection at the Extreme Edge
2023 Zonzini, Federica; Burioli, Letizia; Gashi, Andi; Mancini, Nicola Francesco; De Marchi, Luca
A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks
2023 Zonzini, F; Donati, G; De Marchi, L
An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario
2023 Montori, Federico; Zyrianoff, Ivan; Gigli, Lorenzo; Calvio, Alessandro; Venanzi, Riccardo; Sindaco, Simone; Sciullo, Luca; Zonzini, Federica; Zauli, Matteo; Testoni, Nicola; Bertacchini, Alessandro; Londero, Elisa; Alessi, Enrico; Felice, Marco Di; Bononi, Luciano; Bellavista, Paolo; De Marchi, Luca; Marzani, Alessandro; Azzoni, Paolo; Cinotti, Tullio Salmon
Dealing with Significant Noise Levels in Vibration‐based Bridge Health Monitoring? A novel ARMA+Noise algorithm in the Frisch Scheme Context
2023 Zonzini, Federica; Castaldi, Paolo; De Marchi, Luca
Design of a Novel Pulser for Frequency Selective-based Power and Data Transmission
2023 Taccetti, Stefano; Peppi, Lorenzo Mistral; Zonzini, Federica; Mohammadgholiha, Masoud; Zauli, Matteo; De Marchi, Luca
Directional Multi-Frequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers
2023 Mohammadgholiha, Masoud; Zonzini, Federica; Moll, Jochen; De Marchi, Luca
eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge
2023 Zonzini, Federica; Zauli, Matteo; Marchi, Luca De
Frequency Domain System Identification of Error–in–Variables Systems for Vibration–Based Monitoring
2023 Zonzini, Federica; Castaldi, Paolo; De Marchi, Luca
Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring
2023 Gigli, Lorenzo; Zyrianoff, Ivan; Zonzini, Federica; Bogomolov, Denis; Testoni, Nicola; Felice, Marco Di; De Marchi, Luca; Augugliaro, Giuseppe; Mennuti, Canio; Marzani, Alessandro
Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic
2023 Moallemi, A; Gaspari, R; Zonzini, F; De Marchi, L; Brunelli, D; Benini, L
Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization
2023 Donati, Giacomo; Zonzini, Federica; De Marchi, Luca
VERSATILE SENSOR NODE WITH ACOUSTIC DATA COMMUNICATION CAPABILITIES FOR FSAT NETWORKS IN GUIDED WAVE-BASED STRUCTURAL HEALTH MONITORING APPLICATIONS
2023 REYES, OCTAVIO A. MÁRQUEZ; ZONZINI, FEDERICA; MOHAMMADGHOLIHA, MASOUD; MOLL, JOCHEN; MARCHI, LUCA DE
Vibration Monitoring in the Compressed Domain with Energy-Efficient Sensor Networks
2023 Ragusa, Edoardo; Zonzini, Federica; De Marchi, Luca; Gastaldo, Paolo
A Combination of Chirp Spread Spectrum and Frequency Hopping for Guided Waves-based Digital Data Communication with Frequency Steerable Acoustic Transducers
2022 Zonzini, Federica; Mohammadgholiha, Masoud; De Marchi, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Compression-Accuracy Co-optimization Through Hardware-aware Neural Architecture Search for Vibration Damage Detection | Ragusa, Edoardo; Zonzini, Federica; Marchi, Luca De; Zunino, Rodolfo | 9999-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | - |
| Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics | Ragusa, Edoardo; Zonzini, Federica; Gastaldo, Paolo; De Marchi, Luca | 2024-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | - | 1.01 Articolo in rivista | - |
| Enhanced Global Convolution Networks for Defect Detection in Full Wavefield Imaging | Donati, G; Zonzini, F; De Marchi, L | 2024-01-01 | JOURNAL OF PHYSICS. CONFERENCE SERIES | - | 4.01 Contributo in Atti di convegno | - |
| Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks | Zonzini, Federica; Ragusa, Edoardo; De Marchi, Luca; Gastaldo, Paolo | 2024-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| Evaluating Unmanned Aerial Vehicles for Vibrational Analysis: Exploiting Integrated Capabilities of Nano-Drones as Nodes in a WSN | Matteo Zauli, Federica Zonzini, Giulio Sciullo, Alessandro Marzani, Luca De Marchi | 2024-01-01 | - | NDT.net | 4.01 Contributo in Atti di convegno | - |
| A Novel Smart Sensor Node with Embedded Signal Processing Functionalities Addressing Vibration–Based Monitoring | Zauli, Matteo; Zonzini, Federica; Coppola, Valerio; Dertimanis, Vasilis; Chatzi, Eleni; Testoni, ...Nicola; De Marchi, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Tiny Convolutional Neural Network driven by System Identification for Vibration Anomaly Detection at the Extreme Edge | Zonzini, Federica; Burioli, Letizia; Gashi, Andi; Mancini, Nicola Francesco; De Marchi, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | IEEECOINS2023_SysIdCNN.pdf |
| A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks | Zonzini, F; Donati, G; De Marchi, L | 2023-01-01 | - | SPRINGER INTERNATIONAL PUBLISHING AG | 4.01 Contributo in Atti di convegno | - |
| An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario | Montori, Federico; Zyrianoff, Ivan; Gigli, Lorenzo; Calvio, Alessandro; Venanzi, Riccardo; Sindac...o, Simone; Sciullo, Luca; Zonzini, Federica; Zauli, Matteo; Testoni, Nicola; Bertacchini, Alessandro; Londero, Elisa; Alessi, Enrico; Felice, Marco Di; Bononi, Luciano; Bellavista, Paolo; De Marchi, Luca; Marzani, Alessandro; Azzoni, Paolo; Cinotti, Tullio Salmon | 2023-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | An_IoT_Toolchain_Architecture_for_Planning_Running_and_Managing_a_Complete_Condition_Monitoring_Scenario (1).pdf |
| Dealing with Significant Noise Levels in Vibration‐based Bridge Health Monitoring? A novel ARMA+Noise algorithm in the Frisch Scheme Context | Zonzini, Federica; Castaldi, Paolo; De Marchi, Luca | 2023-01-01 | CE/PAPERS | Wiley Online Library | 4.01 Contributo in Atti di convegno | - |
| Design of a Novel Pulser for Frequency Selective-based Power and Data Transmission | Taccetti, Stefano; Peppi, Lorenzo Mistral; Zonzini, Federica; Mohammadgholiha, Masoud; Zauli, Mat...teo; De Marchi, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | Metro2023_postprint.pdf |
| Directional Multi-Frequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers | Mohammadgholiha, Masoud; Zonzini, Federica; Moll, Jochen; De Marchi, Luca | 2023-01-01 | IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL | - | 1.01 Articolo in rivista | TUFFC_Discrete_postprint.pdf |
| eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge | Zonzini, Federica; Zauli, Matteo; Marchi, Luca De | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Frequency Domain System Identification of Error–in–Variables Systems for Vibration–Based Monitoring | Zonzini, Federica; Castaldi, Paolo; De Marchi, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring | Gigli, Lorenzo; Zyrianoff, Ivan; Zonzini, Federica; Bogomolov, Denis; Testoni, Nicola; Felice, Ma...rco Di; De Marchi, Luca; Augugliaro, Giuseppe; Mennuti, Canio; Marzani, Alessandro | 2023-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | - | 1.01 Articolo in rivista | - |
| Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic | Moallemi, A; Gaspari, R; Zonzini, F; De Marchi, L; Brunelli, D; Benini, L | 2023-01-01 | IEEE SENSORS LETTERS | - | 1.01 Articolo in rivista | speeding up system post print.pdf |
| Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization | Donati, Giacomo; Zonzini, Federica; De Marchi, Luca | 2023-01-01 | COMPUTERS | - | 1.01 Articolo in rivista | computers-12-00129-v2.pdf |
| VERSATILE SENSOR NODE WITH ACOUSTIC DATA COMMUNICATION CAPABILITIES FOR FSAT NETWORKS IN GUIDED WAVE-BASED STRUCTURAL HEALTH MONITORING APPLICATIONS | REYES, OCTAVIO A. MÁRQUEZ; ZONZINI, FEDERICA; MOHAMMADGHOLIHA, MASOUD; MOLL, JOCHEN; MARCHI, LUC...A DE | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Vibration Monitoring in the Compressed Domain with Energy-Efficient Sensor Networks | Ragusa, Edoardo; Zonzini, Federica; De Marchi, Luca; Gastaldo, Paolo | 2023-01-01 | IEEE SENSORS LETTERS | - | 1.01 Articolo in rivista | ED Vibration_Monitoring_in_the_Compressed.pdf; PP Vibration_Monitoring_in_the_Compressed.pdf |
| A Combination of Chirp Spread Spectrum and Frequency Hopping for Guided Waves-based Digital Data Communication with Frequency Steerable Acoustic Transducers | Zonzini, Federica; Mohammadgholiha, Masoud; De Marchi, Luca | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | IUS22_FSAT_FHSS_merged.pdf |