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Davide Brunelli

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Yan, Z.; Nardello, M.; Brunelli, D.; Wen, H., Reproducible Non-Intrusive Load Monitoring: A Survey of Open-Source Methods and Practical Challenges, «RENEWABLE & SUSTAINABLE ENERGY REVIEWS», 2026, 226, Article number: 116255 , pp. 1 - 21 [Scientific article]

Yan, Zhongzong; Hao, Pengfei; Nardello, Matteo; Brunelli, Davide; Wen, He, A Generalizable Load Recognition Method in NILM Based on Transferable Random Forest, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2025, 2025, 74, pp. 1 - 12 [Scientific article]

Albanese, Andrea; Gotta, Danilo; Brunelli, Davide, A TinyML-Based IoT Device for Advanced Shipping Monitoring, in: Lecture Notes in Electrical Engineering, Switzerland, Springer Science and Business Media Deutschland GmbH, 2025, 1369 LNEE, pp. 131 - 138 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2024, ita, 2024) [Contribution to conference proceedings]

Sartori, Mattia; Singhal, Chetna; Roy, Neelabhro; Brunelli, Davide; Gross, James, AI and Vision Based Autonomous Navigation of Nano-Drones in Partially-Known Environments, in: Proceedings of 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things 2025, Piscataway, NJ, USA, IEEE Institute of Electrical and Electronics Engineers Inc., 2025, pp. 307 - 314 (atti di: DCOSS-IoT 2025, Lucca, Italy, June 9-11, 2025) [Contribution to conference proceedings]

Doglioni, Maria; Yildiz, Eren; Nardello, Matteo; Akhunov, Khakim; Sinan Yildirim, Kasim; Brunelli, Davide, CapDYN : Adaptive Self-Scaling Energy Storage for Powering Batteryless IoT, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2025, 2025, 24, pp. 1 - 32 [Scientific article]

Nardello, M.; Pellegrin, I.; Doglioni, M.; Pancheri, L.; Brunelli, D., Characterization of Semiconductive Films for 3D Printed Flexible Electronics, in: Lecture Notes in Electrical Engineering Applications in Electronics Pervading Industry, Environment and Society, Cham, Switzerland, Springer Nature Switzerland, 2025, 1369, pp. 523 - 530 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2024, Torino, Italy, 19 - 20 September 2024) [Contribution to conference proceedings]

Santoro, L.; Pellegrini, G.; Fontanari, E.; Fontanelli, D.; Brunelli, D., Characterization of the Qorvo QM33120WDK1 UWB AoA Sensor for Leader-Following Applications, in: Lecture Notes in Electrical Engineering, Switzerland, Springer Science and Business Media Deutschland GmbH, 2025, 1369 LNEE, pp. 547 - 555 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2024, ita, 2024) [Contribution to conference proceedings]

Navarro, Joan; Briones, Alan; Zaballos, Agustín; Groen, Daniël; Helder, Marjolein; Rajaei, Hadi; Anguera, Jaume; Andújar, Aurora; Carpaneto, Armando; Roccotiello, Enrica; Lizzi, Leonardo; Brunelli, Davide; Belleudy, Cecile; Ferrero, Fabien, EcoSentinel: Towards A Techno Natural Internet of Things Approach for Large Scale Sustainable Remote Monitoring of Soil and Wilderness, in: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), Piscataway, NJ, USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 6 (atti di: SpliTech 2025, Bol and Split, Croatia, 16-20 June 2025) [Contribution to conference proceedings]

Albanese, A.; Wang, Y.; Brunelli, D.; Boyle, D., Is That Rain? Understanding Effects on Visual Odometry Performance for Autonomous UAVs and Efficient DNN-based Rain Classification at the Edge, «IEEE INTERNET OF THINGS JOURNAL», 2025, 2025, 12, pp. 20230 - 20238 [Scientific article]

Nardello, M.; Perini, M.; Chini, J.; Lovatti, L.; Brunelli, D., Monitoring Fruit Stress in Apple Grading Industrial Processes with Low-Power IoT Sensor, in: Applications in Electronics Pervading Industry, Environment and Society - ApplePies 2024, Cham, switzerland, Springer, Cham, 2025, 1369, pp. 206 - 213 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2024, Turin, Italy, 19 - 20 September 2024) [Contribution to conference proceedings]

Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide; Tagliavini, Giuseppe, Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, Article number: 10955689 , pp. 24230 - 24243 [Scientific article]

Doglioni, Maria; Casas, Oscar; Nardello, Matteo; Brunelli, Davide, Self-Powered Plant Microbial Fuel Cell Monitoring Node with Autonomous Dynamic Capacitance, in: 2025 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2025 - Proceedings, Piscataway, NJ, USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 179 - 184 (atti di: 8th IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2025, Castelldefels, Spain, 1-3 July 2025) [Contribution to conference proceedings]

Ferre, D.; Briones, A.; Zaballos, A.; Carpaneto, A.; Roccotiello, E.; Groen, D.; Rajaei, H.; Brunelli, D., Stand-Alone Green Twin for Plant Microbial Fuel Cell (PMFC) Monitoring and Optimization, in: 2025 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2025 - Proceedings, Piscataway, NJ, USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 196 - 201 (atti di: 8th IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2025, Castelldefels, Spain, 1-3 July 2025) [Contribution to conference proceedings]

Santoro, Luca; Brunelli, Davide; Fontanelli, Daniele, Universal Calibration Framework for Localization Infrastructures Using Distance-Only Measurements, in: Conference Record - IEEE Instrumentation and Measurement Technology Conference, Piscataway, NJ, USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 6 (atti di: 2025 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025, deu, 2025) [Contribution to conference proceedings]

Bompani, Luca; Crupi, Luca; Palossi, Daniele; Baldoni, Olmo; Brunelli, Davide; Conti, Francesco; Rusci, Manuele; Benini, Luca, Accelerating Image-based Pest Detection on a Heterogeneous Multicore Microcontroller, «IEEE TRANSACTIONS ON AGRIFOOD ELECTRONICS.», 2024, 2, pp. 170 - 180 [Scientific article]

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