Davide Brunelli

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 152

Top Venues

Publications

Andrea Albanese, Yanran Wang, Davide Brunelli, David Boyle
Is That Rain? Understanding Effects on Visual Odometry Performance for Autonomous UAVs and Efficient DNN-based Rain Classification at the Edge. CoRR (2024)
Tim Sziburis, Markus Nowak, Davide Brunelli
Instance-based learning with prototype reduction for real-time proportional myocontrol: a randomized user study demonstrating accuracy-preserving data reduction for prosthetic embedded systems. Medical Biol. Eng. Comput. 62 (1) (2024)
Luca Santoro, Davide Brunelli, Daniele Fontanelli
Unveiling the Undersea: A Collaborative Approach to Monitoring Underwater Objects. MetroInd4.0 & IoT (2024)
Luca Santoro, Davide Brunelli, Daniele Fontanelli
Roaming the Red Planet: Revolutionizing Mars Exploration with Dynamic Mobile Infrastructure. I2MTC (2024)
Luca Caronti, Khakim Akhunov, Matteo Nardello, Kasim Sinan Yildirim, Davide Brunelli
Fine-grained Hardware Acceleration for Efficient Batteryless Intermittent Inference on the Edge. ACM Trans. Embed. Comput. Syst. 22 (5) (2023)
Andrea Albanese, Davide Brunelli
Industrial Visual Inspection with TinyML for High-Performance Quality Control. IEEE Instrum. Meas. Mag. 26 (8) (2023)
Luca Santoro, Matteo Nardello, Davide Brunelli, Daniele Fontanelli
UWB-Based Indoor Positioning System With Infinite Scalability. IEEE Trans. Instrum. Meas. 72 (2023)
Luca Santoro, Andrea Albanese, Marco Canova, Matteo Della Rossa, Daniele Fontanelli, Davide Brunelli
A Plug-and-Play TinyML-based Vision System for Drone Automatic Landing. MetroInd4.0&IoT (2023)
Niccolò De Bona, Luca Santoro, Davide Brunelli, Daniele Fontanelli
Adaptive Expected Reactive algorithm for Heterogeneous Patrolling Systems based on Target Uncertainty. COMPSAC (2023)
Matteo Nardello, Luca Caronti, Davide Brunelli
Intermittent Intelligent Camera with LEO sensor-to-satellite Connectivity. ENSsys@SenSys (2023)
Tim Sziburis, Markus Nowak, Davide Brunelli
Instance-based Learning with Prototype Reduction for Real-Time Proportional Myocontrol: A Randomized User Study Demonstrating Accuracy-preserving Data Reduction for Prosthetic Embedded Systems. CoRR (2023)
Alessandro Torrisi, Kasim Sinan Yildirim, Davide Brunelli
Low-Power Circuits and Energy-Aware Protocols for Connecting Batteryless Sensors. IEEE Commun. Mag. 61 (1) (2023)
Luca Santoro, Matteo Nardello, Davide Brunelli, Daniele Fontanelli
WhereAreYou: an UWB relative tracking system for pedestrian using only ranging information. I2MTC (2023)
Sebin Shaji Philip, Roberto Passerone, Kasim Sinan Yildirim, Davide Brunelli
Intermittent Computing Emulation of Ultralow-Power Processors: Evaluation of Backup Strategies for RISC-V. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (1) (2023)
Luca Santoro, Matteo Nardello, Davide Eccher, Mattia Sittoni, Davide Brunelli, Daniele Fontanelli
A tag-less ultrawide-band passive tracking system. MetroInd4.0&IoT (2023)
Giovanni Poletti, Andrea Albanese, Matteo Nardello, Davide Brunelli
Tiny Neural Deep Clustering: An Unsupervised Approach for Continual Machine Learning on the Edge. ApplePies (2023)
Giulia Martinelli, Luca Santoro, Matteo Nardello, Davide Brunelli, Daniele Fontanelli, Nicola Conci
UNPOSED: an Ultra-wideband Network for Pose Estimation with Deep Learning. MetroInd4.0&IoT (2023)
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring. CoRR (2022)
Harsh Desai, Matteo Nardello, Davide Brunelli, Brandon Lucia
Camaroptera: A Long-range Image Sensor with Local Inference for Remote Sensing Applications. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring. IEEE Internet Things J. 9 (18) (2022)
Alessandro Torrisi, Franco Tabarelli, Davide Brunelli
Battery Thermal Dissipation Characterization with External Coating Comparison. MetroInd4.0& IoT (2022)
Alessandro Avi, Andrea Albanese, Davide Brunelli
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors. CoRR (2022)
Alessio Burrello, Giacomo Sintoni, Davide Brunelli, Luca Benini
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring. AICAS (2022)
Alessandro Torrisi, Kasim Sinan Yildirim, Davide Brunelli
Reliable Transiently-Powered Communication. CoRR (2022)
Luca Gemma, Martino Bernard, Davide Brunelli
An Optical Tool to Optimize the Output of a Photonic Integrated Chip Architecture. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (3) (2022)
Alessandro Torrisi, Maria Doglioni, Kasim Sinan Yildirim, Davide Brunelli
Visible Light Synchronization for Time-Slotted Energy-Aware Transiently-Powered Communication. ISLPED (2022)
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach. IEEE Trans. Ind. Informatics 18 (2) (2022)
Simone Ruffini, Luca Caronti, Kasim Sinan Yildirim, Davide Brunelli
NORM: An FPGA-based Non-volatile Memory Emulation Framework for Intermittent Computing. ACM J. Emerg. Technol. Comput. Syst. 18 (4) (2022)
Alessandro Torrisi, Federico Baggio, Davide Brunelli
Transiently-Powered Batteryless Device-to-Device Communication Protocol Simulator. ApplePies (2022)
Alessandro Avi, Andrea Albanese, Davide Brunelli
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors. IJCNN (2022)
Simone Ruffini, Luca Caronti, Kasim Sinan Yildirim, Davide Brunelli
NORM: An FPGA-based Non-volatile Memory Emulation Framework for Intermittent Computing. CoRR (2022)
Maria Doglioni, Luca Santoro, Matteo Nardello, Daniele Fontanelli, Davide Brunelli
Cost-effective bistatic radar with ultrawide-band radio. MetroInd4.0& IoT (2022)
Simone Ruffini, Kasim Sinan Yildirim, Davide Brunelli
Emulation of Non-volatile Digital Logic for Batteryless Intermittent Computing. DATE (2022)
Andrea Albanese, Tommaso Taccioli, Tommaso Apicella, Davide Brunelli, Edoardo Ragusa
Design and Deployment of an Efficient Landing Pad Detector. SYSINT (2022)
Alessio Burrello, Giovanni Zara, Luca Benini, Davide Brunelli, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning. Sustain. Comput. Informatics Syst. 35 (2022)
Luca Gemma, Martino Bernard, Davide Brunelli
An Image Processing Algorithm to Optimize the Output Configuration of a Photonic Integrated Circuit. ApplePies (2022)
Andrea Albanese, Matteo Nardello, Davide Brunelli
Low-power deep learning edge computing platform for resource constrained lightweight compact UAVs. Sustain. Comput. Informatics Syst. 34 (2022)
Emanuele Parisi, Amirhossein Moallemi, Francesco Barchi, Andrea Bartolini, Davide Brunelli, Nicola Buratti, Andrea Acquaviva
Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring. MetroInd4.0& IoT (2022)
Alessandro Torrisi, Kasim Sinan Yildirim, Davide Brunelli
Autonomous Energy Status Sharing and Synchronization for Batteryless Sensor Networks. SenSys (2021)
Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach. CoRR (2021)
Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study. I2MTC (2021)
Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. 8 (6) (2021)
Alessandro Avi, Matteo Zuccatti, Matteo Nardello, Nicola Conci, Davide Brunelli
Infrared dataset generation for people detection through superimposition of different camera sensors. ICCVW (2021)
Tim Sziburis, Markus Nowak, Davide Brunelli
KNN Learning Techniques for Proportional Myocontrol in Prosthetics. CoRR (2021)
Flavio Di Nuzzo, Davide Brunelli, Tommaso Polonelli, Luca Benini
Structural Health Monitoring system with Narrowband IoT and MEMS sensors. CoRR (2021)
Luca Zanatta, Francesco Barchi, Alessio Burrello, Andrea Bartolini, Davide Brunelli, Andrea Acquaviva
Damage Detection in Structural Health Monitoring with Spiking Neural Networks. MetroInd4.0&IoT (2021)
Luca Santoro, Davide Brunelli, Daniele Fontanelli
On-line Optimal Ranging Sensor Deployment for Robotic Exploration. CoRR (2021)
Luca Santoro, Matteo Nardello, Davide Brunelli, Daniele Fontanelli
Scale up to infinity: the UWB Indoor Global Positioning System. ROSE (2021)
Matteo Perotto, Luca Gemma, Davide Brunelli
Non-Invasive Air-Writing Using Deep Neural Network. MetroInd4.0&IoT (2021)
Matteo Nardello, Luca Santoro, Francesco Pilati, Davide Brunelli
Preventing COVID-19 contagion in industrial environments through anonymous contact tracing. MetroInd4.0&IoT (2021)
Luca Santoro, Matteo Nardello, Davide Brunelli, Daniele Fontanelli
Scale up to infinity: the UWB Indoor Global Positioning System. CoRR (2021)
Anas Osman, Usman Abid, Luca Gemma, Matteo Perotto, Davide Brunelli
TinyML Platforms Benchmarking. CoRR (2021)
Alessandro Torrisi, Federico Baggio, Davide Brunelli
Visible Light Communication for Intermittent Computing Battery-Less IoT Devices. ApplePies (2021)
Andrea Albanese, Matteo Nardello, Davide Brunelli
Automated Pest Detection With DNN on the Edge for Precision Agriculture. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (3) (2021)
Andrea Albanese, Matteo Nardello, Davide Brunelli
Automated Pest Detection with DNN on the Edge for Precision Agriculture. CoRR (2021)
Tim Sziburis, Markus Nowak, Davide Brunelli
Prototype Reduction on sEMG Data for Instance-based Gesture Learning towards Real-time Prosthetic Control. BIOSIGNALS (2021)
Anas Osman, Usman Abid, Luca Gemma, Matteo Perotto, Davide Brunelli
TinyML Platforms Benchmarking. ApplePies (2021)
Francesco Barchi, Luca Zanatta, Emanuele Parisi, Alessio Burrello, Davide Brunelli, Andrea Bartolini, Andrea Acquaviva
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring. Future Internet 13 (8) (2021)
Padma Balaji Leelavinodhan, Massimo Vecchio, Fabio Antonelli, Andrea Maestrini, Davide Brunelli
Design and Implementation of an Energy-Efficient Weather Station for Wind Data Collection. Sensors 21 (11) (2021)
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) (2021)
Alessandro Torrisi, Davide Brunelli, Kasim Sinan Yildirim
Zero Power Energy-Aware Communication for Transiently-Powered Sensing Systems. ENSsys@SenSys (2020)
Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini
NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications. IEEE Trans. Ind. Informatics 16 (12) (2020)
Leonardo Franceschelli, Davide Brunelli, Marco Crescentini, Luigi Ragni, Annachiara Berardinelli, Marco Tartagni
Soil Moisture Assessment with a Waveguide Spectrometer. ISCAS (2020)
Alessio Burrello, Davide Brunelli, Marzia Malavisi, Luca Benini
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking. I2MTC (2020)
Davide Brunelli, Felix Pino, Cristiano L. Fontana, Lucio Pancheri, Sandra Moretto
DRAGoN: Drone for Radiation detection of Gammas and Neutrons. IEEE SENSORS (2020)
Luca Gemma, Martino Bernard, Mher Ghulinyan, Davide Brunelli
Analysis of control and sensing interfaces in a photonic integrated chip solution for quantum computing. CF (2020)
Davide Brunelli, Tommaso Polonelli, Luca Benini
Ultra-low energy pest detection for smart agriculture. IEEE SENSORS (2020)
Luca Gemma, Martino Bernard, Mher Ghulinyan, Davide Brunelli
Analysis of Photodiode Sensing Devices in a Photonic Integrated Chip solution for Quantum Computing. IEEE SENSORS (2020)
Alessandro Torrisi, Kasim Sinan Yildirim, Davide Brunelli
Enabling Transiently-Powered Communication via Backscattering Energy State Information. ApplePies (2020)
Enrico Tabanelli, Davide Brunelli, Luca Benini
A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ISIE (2020)
Davide Brunelli, Andrea Albanese, Donato d'Acunto, Matteo Nardello
Energy Neutral Machine Learning Based IoT Device for Pest Detection in Precision Agriculture. IEEE Internet Things Mag. 2 (4) (2019)
Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini
NETWIS: A Scalable and Robust Body Sensor Network For Biomedical Application. IWASI (2019)
Daniele Facinelli, Matteo Larcher, Davide Brunelli, Daniele Fontanelli
Cooperative UAVs Gas Monitoring using Distributed Consensus. CoRR (2019)
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)
Tommaso Polonelli, Davide Brunelli, Alberto Girolami, Gerardo Nahuel Demmi, Luca Benini
A multi-protocol system for configurable data streaming on IoT healthcare devices. IWASI (2019)
Pietro Tosato, Daniele Facinelli, Maurizio Prada, Luca Gemma, Maurizio Rossi, Davide Brunelli
An Autonomous Swarm of Drones for Industrial Gas Sensing Applications. WOWMOM (2019)
Hugo Wöhrl, Davide Brunelli
Non-intrusive Load Monitoring on the Edge of the Network: A Smart Measurement Node. ApplePies (2019)
Matteo Nardello, Harsh Desai, Davide Brunelli, Brandon Lucia
Camaroptera: a Batteryless Long-Range Remote Visual Sensing System. ENSsys@SenSys (2019)
Alessio Burrello, Alex Marchioni, Davide Brunelli, Luca Benini
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways. CF (2019)
Daniele Facinelli, Matteo Larcher, Davide Brunelli, Daniele Fontanelli
Cooperative UAVs Gas Monitoring using Distributed Consensus. COMPSAC (1) (2019)
Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. ISCAS (2019)
Tommaso Polonelli, Daniele Battistini, Manuele Rusci, Davide Brunelli, Luca Benini
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms. ApplePies (2019)
Andrea Albanese, Donato d'Acunto, Davide Brunelli
Pest Detection for Precision Agriculture Based on IoT Machine Learning. ApplePies (2019)
Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR (2019)
Pietro Tosato, David Macii, Daniele Fontanelli, Davide Brunelli, David M. Laverty
A Software-based Low-Jitter Servo Clock for Inexpensive Phasor Measurement Units. CoRR (2019)
Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini
Slotted ALOHA on LoRaWAN - Design, Analysis, and Deployment. CoRR (2019)
Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini
Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment. Sensors 19 (4) (2019)
Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
Towards a Wearable Interface for Food Quality Grading through ERP Analysis. CoRR (2019)
Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications. INDIN (2019)
Luca Tessaro, Cristiano Raffaldi, Maurizio Rossi, Davide Brunelli
Lightweight Synchronization Algorithm with Self-Calibration for Industrial LORA Sensor Networks. CoRR (2018)
Maurizio Rossi, Matteo Nardello, Davide Brunelli
Smart Coaster: An Example of IoT Design and Implementation. ApplePies (2018)
Francesco Paci, Davide Brunelli, Luca Benini
Lightweight IO virtualization on MPU enabled microcontrollers. SIGBED Rev. 15 (1) (2018)
Giorgia Dalpiaz, Alessandro Longo, Matteo Nardello, Roberto Passerone, Davide Brunelli
A battery-free non-intrusive power meter for low-cost energy monitoring. ICPS (2018)
Pietro Tosato, David Macii, Mario Luiso, Davide Brunelli, Daniele Gallo, Carmine Landi
A Tuned Lightweight Estimation Algorithm for Low-Cost Phasor Measurement Units. IEEE Trans. Instrum. Meas. 67 (5) (2018)
Luca Tessaro, Cristiano Raffaldi, Maurizio Rossi, Davide Brunelli
Lightweight Synchronization Algorithm with Self-Calibration for Industrial LORA Sensor Networks. MetroInd4.0&IoT (2018)
Tommaso Polonelli, Davide Brunelli, Marco Guermandi, Luca Benini
An accurate low-cost Crackmeter with LoRaWAN communication and energy harvesting capability. ETFA (2018)
Pietro Tosato, David Macii, Daniele Fontanelli, Davide Brunelli, David M. Laverty
A Software-based Low-Jitter Servo Clock for Inexpensive Phasor Measurement Units. ISPCS (2018)
Tommaso Polonelli, Davide Brunelli, Luca Benini
Slotted ALOHA Overlay on LoRaWAN - A Distributed Synchronization Approach. EUC (2018)
Pietro Tosato, Maurizio Rossi, Davide Brunelli
Investigating an Active Cooling System Powered by a Thermoelectric Generator. ApplePies (2018)
Alberto Girolami, Federica Zonzini, Luca De Marchi, Davide Brunelli, Luca Benini
Modal Analysis of Structures with Low-cost Embedded Systems. ISCAS (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Davide Brunelli