Modal Analysis of Structures with Low-cost Embedded Systems. - Alberto Girolami; Federica Zonzini; Luca De Marchi; Davide Brunelli; Luca Benini (ISCAS, 2018)

A Small Footprint, Low Power, and Light Weight Sensor Node and Dedicated Processing for Modal Analysis. - Federica Zonzini; Luca De Marchi; Nicola Testoni (Sensors, 2018)

A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM. - Nicola Testoni; Cristiano Aguzzi; Valentina Arditi; Federica Zonzini; Luca De Marchi; Alessandro Marzani; Tullio Salmon Cinotti (J. Sensors, 2018)

A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks. - Federica Zonzini; Alberto Girolami; Davide Brunelli; Nicola Testoni; Alessandro Marzani; Luca De Marchi (ApplePies, 2019)

Heterogeneous Sensor-network for Vibration-based SHM. - Federica Zonzini; Michelangelo Maria Malatesta; Denis Bogomolov; Nicola Testoni; Luca De Marchi; Alessandro Marzani (M&N, 2019)

Hardware-Oriented Data Recovery Algorithms for Compressed Sensing-Based Vibration Diagnostics. - Federica Zonzini; Matteo Zauli; Antonio Carbone; Francesca Romano; Nicola Testoni; Luca De Marchi (ApplePies, 2020)

Low-Power MIMO Guided-Wave Communication. - Christian Kexel; Nicola Testoni; Federica Zonzini; Jochen Moll; Luca De Marchi (IEEE Access, 2020)

Structural Health Monitoring and Prognostic of Industrial Plants and Civil Structures: A Sensor to Cloud Architecture. - Federica Zonzini; Cristiano Aguzzi; Lorenzo Gigli; Luca Sciullo; Nicola Testoni; Luca De Marchi; Marco Di Felice; Tullio Salmon Cinotti; Canio Mennuti; Alessandro Marzani (IEEE Instrum. Meas. Mag., 2020)

Vibration-Based SHM With Upscalable and Low-Cost Sensor Networks. - Federica Zonzini; Michelangelo Maria Malatesta; Denis Bogomolov; Nicola Testoni; Alessandro Marzani; Luca De Marchi (IEEE Trans. Instrum. Meas., 2020)

MODRON: A Scalable and Interoperable Web of Things Platform for Structural Health Monitoring. - Cristiano Aguzzi; Lorenzo Gigli; Luca Sciullo; Angelo Trotta; Federica Zonzini; Luca De Marchi; Marco Di Felice; Alessandro Marzani; Tullio Salmon Cinotti (CCNC, 2021)

A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework. - 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; et al. (IECON, 2021)

Cluster-Based Vibration Analysis of Structures With GSP. - Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli (IEEE Trans. Ind. Electron., 2021)

Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring. - Federica Zonzini; Matteo Zauli; Mauro Mangia; Nicola Testoni; Luca De Marchi (IEEE Trans. Ind. Informatics, 2021)

eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge. - Federica Zonzini; Matteo Zauli; Luca De Marchi (ApplePies, 2022)

A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks. - Federica Zonzini; Giacomo Donati; Luca De Marchi (SYSINT, 2022)

System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring. - Federica Zonzini; Vasilis K. Dertimanis; Eleni N. Chatzi; Luca De Marchi (IEEE Internet Things J., 2022)

Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring. - Federica Zonzini; Denis Bogomolov; Tanush Dhamija; Nicola Testoni; Luca De Marchi; Alessandro Marzani (Sensors, 2022)

Machine Learning Meets Compressed Sensing in Vibration-Based Monitoring. - Federica Zonzini; Antonio Carbone; Francesca Romano; Matteo Zauli; Luca De Marchi (Sensors, 2022)

Intelligent Sensor Systems for Structural Health Monitoring Applications. - Federica Zonzini (2022)

Evaluating the Effect of Intrinsic Sensor Noise for Vibration Diagnostic in the Compressed Domain Using Convolutional Neural Networks. - Federica Zonzini; Edoardo Ragusa; Luca De Marchi; Paolo Gastaldo (ApplePies, 2023)

A Tiny Convolutional Neural Network driven by System Identification for Vibration Anomaly Detection at the Extreme Edge. - Federica Zonzini; Letizia Burioli; Andi Gashi; Nicola Francesco Mancini; Luca De Marchi (COINS, 2023)

Design of a Novel Pulser for Frequency Selective-based Power and Data Transmission. - Stefano Taccetti; Lorenzo Mistral Peppi; Federica Zonzini; Masoud Mohammadgholiha; Matteo Zauli; Luca De Marchi (MetroAutomotive, 2023)

An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario. - 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; et al. (IEEE Access, 2023)

Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization. - Giacomo Donati; Federica Zonzini; Luca De Marchi (Comput., 2023)

Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers. - Roberto Celli; Matteo Zauli; Federica Zonzini; Valerio Antonio Arcobelli; Sabato Mellone; Alberto Spadotto; Igor Diemberger; Luca De Marchi (ApplePies, 2024)

Welcome Message from the Chairs. - 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 (COINS, 2024)

Green Wireless Sensing Network for Structural Health Monitoring: A Vertical Approach. - Federica Zonzini; Nicola Testoni; Antonio Palermo; Luca De Marchi; Canio Mennuti; Giuseppe Augugliaro; Alessandro Marzani (M&N, 2024)

Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring. - Lorenzo Gigli; Ivan D. Zyrianoff; Federica Zonzini; Denis Bogomolov; Nicola Testoni; Marco Di Felice; Luca De Marchi; Giuseppe Augugliaro; Canio Mennuti; Alessandro Marzani (IEEE Trans. Ind. Informatics, 2024)

Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics. - Edoardo Ragusa; Federica Zonzini; Paolo Gastaldo; Luca De Marchi (IEEE Trans. Ind. Informatics, 2024)

Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection. - Edoardo Ragusa; Federica Zonzini; Luca De Marchi; Rodolfo Zunino (IEEE Internet Things J., 2024)

A novel, Low-cost Leaf Sensor Node Prototype for near Real Time Evapotranspiration Estimation. - Lorenzo Mistral Peppi; Federica Zonzini; Luca De Marchi; Luigi Manfrini (SAS, 2025)

Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device. - Amirhossein Kiamarzi; Amirhossein Moallemi; Federica Zonzini; Davide Brunelli; Davide Rossi; Giuseppe Tagliavini (IEEE Internet Things J., 2025)