BRUNELLI, DAVIDE
BRUNELLI, DAVIDE
CENTRO RICERCA SISTEMI ELETTRONICI INGEGN.INF. E TELECOM."ERCOLE DE CASTRO"
Collaboratori
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
UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM
2023 MOALLEMI, AMIRHOSSEIN; ZANATTA, LUCA; BURRELLO, ALESSIO; SALVARO, MATTIA; LONGO, MONICA; DARO, PAOLA; BARCHI, FRANCESCO; BRUNELLI, DAVIDE; BENINI, LUCA; ACQUAVIVA, ANDREA
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring
2022 Burrello, A; Sintoni, G; Brunelli, D; Benini, L
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring
2022 Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini
Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring
2022 Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning
2022 Alessio Burrello; Giovanni Zara; Luca Benini; Davide Brunelli; Enrico Macii; Massimo Poncino; Daniele Jahier Pagliari
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach
2022 Tabanelli E.; Brunelli D.; Acquaviva A.; Benini L.
Cluster-based Vibration Analysis of Structures with GSP
2021 Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli
Damage detection in structural health monitoring with spiking neural networks
2021 Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A.
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring
2021 Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca
Spiking neural network-based near-sensor computing for damage detection in structural health monitoring
2021 Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A.
A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks
2020 Federica Zonzini; Alberto GIrolami; Davide Brunelli; Nicola Testoni; Alessandro Marzani; Luca De Marchi
Ultra-low energy pest detection for smart agriculture
2020 Brunelli D.; Polonelli T.; Benini L.
A LoRaWAN wireless sensor network for data center temperature monitoring
2019 Polonelli T.; Brunelli D.; Bartolini A.; Benini L.
A multi-protocol system for configurable data streaming on IoT healthcare devices
2019 Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L.
An interoperable tool-chain for energy monitoring applications
2019 Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini
Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways
2019 Burrello A.; Marchioni A.; Brunelli D.; Benini L.
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications
2019 Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini
NETWIS: A Scalable and Robust Body SensorNetwork For Biomedical Application
2019 Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini,
Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment
2019 Polonelli, Tommaso; Brunelli, Davide; Marzocchi, Achille; Benini, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 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 |
| UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM | MOALLEMI, AMIRHOSSEIN; ZANATTA, LUCA; BURRELLO, ALESSIO; SALVARO, MATTIA; LONGO, MONICA; DARO, PA...OLA; BARCHI, FRANCESCO; BRUNELLI, DAVIDE; BENINI, LUCA; ACQUAVIVA, ANDREA | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring | Burrello, A; Sintoni, G; Brunelli, D; Benini, L | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | adversarially trained post print.pdf |
| Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring | Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini | 2022-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | exploring scalable post print.pdf |
| Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring | Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | 2022_MetroInd.pdf |
| Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning | Alessio Burrello; Giovanni Zara; Luca Benini; Davide Brunelli; Enrico Macii; Massimo Poncino; Dan...iele Jahier Pagliari | 2022-01-01 | SUSTAINABLE COMPUTING | - | 1.01 Articolo in rivista | - |
| Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach | Tabanelli E.; Brunelli D.; Acquaviva A.; Benini L. | 2022-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | - | 1.01 Articolo in rivista | trimming feature extraction post print.pdf |
| Cluster-based Vibration Analysis of Structures with GSP | Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli | 2021-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS | - | 1.01 Articolo in rivista | TIE_GraphFront_postprint.pdf |
| Damage detection in structural health monitoring with spiking neural networks | Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring | Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca | 2021-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | iotmerged.pdf |
| Spiking neural network-based near-sensor computing for damage detection in structural health monitoring | Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A. | 2021-01-01 | FUTURE INTERNET | - | 1.01 Articolo in rivista | 2021_spiking_neural_network.pdf |
| 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 | 2020-01-01 | - | Springer Nature | 4.01 Contributo in Atti di convegno | ApplePies19_Graph.pdf; A Graph Signal_aam.pdf |
| Ultra-low energy pest detection for smart agriculture | Brunelli D.; Polonelli T.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | ultra low energy post print.pdf |
| A LoRaWAN wireless sensor network for data center temperature monitoring | Polonelli T.; Brunelli D.; Bartolini A.; Benini L. | 2019-01-01 | - | Springer Verlag | 4.01 Contributo in Atti di convegno | - |
| A multi-protocol system for configurable data streaming on IoT healthcare devices | Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| An interoperable tool-chain for energy monitoring applications | Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2019-AEIT.NILM.Hugo.postprint.pdf |
| Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways | Burrello A.; Marchioni A.; Brunelli D.; Benini L. | 2019-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications | Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| NETWIS: A Scalable and Robust Body SensorNetwork For Biomedical Application | Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini, | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment | Polonelli, Tommaso; Brunelli, Davide; Marzocchi, Achille; Benini, Luca | 2019-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-19-00838.pdf |