PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36th cycle (2020-2023)
Department of Electronics and Telecommunications (DET)
Profile
PhD
Research topic
Bio-Inspired Smart Systems for IoT Applications
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Biography
During his Master thesis, named "A Low-Power Embedded System for Real-Time EMG based Event-Driven Gesture Recognition", he extended his knowledge about digital electronics and studied biomedical signals acquisition techniques (expecially surface electromiography (sEMG)) and various Machine Learning (ML) approaches, under the supervision of Prof. Maurizio Martina and Prof. Danilo Demarchi. He then spent 3 months with a scholarship at DISAT, applying his new knowledge in ML to electrochemical State-of-Health analysis.
He then returned at DET, where since May 2020 is officially member of the Micro and Nano Electronic Systems (MiNES) Group headed by Prof. Demarchi, to continue his previous research activity on gesture recognition. On November 2020 begins his PhD journey, under the supervision of Proff. Danilo Demarchi, Maurizio Martina and Massimo Ruo Roch, focusing on the design of very low power embedded systems for sEMG signal acquisition, integrating existing hardware into new smart solutions and adding a bit of intelligence to it.
Publications
PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; Demarchi, Danilo; Motto Ros, Paolo (2023)
Live Demonstration: A Wearable Armband for Real-Time Control of Multi-DOF Robotic Actuators. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21-25 May 2023, pp. 1-1. ISBN: 978-1-6654-5109-3
Contributo in Atti di Convegno (Proceeding) - Landra, Nicolo; Prestia, Andrea; Mongardi, Andrea; Rossi, Fabio; Demarchi, Danilo; Ros, ... (2022)
A Biomimetic Multichannel Synergistic Calibration for Event-Driven Functional Electrical Stimulation. In: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13-15 October 2022, pp. 85-89. ISBN: 978-1-6654-6917-3
Contributo in Atti di Convegno (Proceeding) - Rossi, Fabio; Prestia, Andrea; Mongardi, Andrea; Landra, Nicolo; Ros, Paolo Motto; ... (2022)
Live Demonstration: A Real-Time Bio-Mimetic System for Multichannel FES Control. In: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13-15 October 2022, pp. 248-248. ISBN: 978-1-6654-6917-3
Contributo in Atti di Convegno (Proceeding) - Mongardi, Andrea; Rossi, Fabio; Prestia, Andrea; MOTTO ROS, Paolo; RUO ROCH, Massimo; ... (2022)
Hand Gestures Recognition for Human-Machine Interfaces: A Low-Power Bio-Inspired Armband. In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 16, pp. 1348-1365. ISSN 1932-4545
Contributo su Rivista - Prestia, Andrea; Rossi, Fabio; Mongardi, Andrea; Demarchi, Danilo; Ros, Paolo Motto (2022)
Raspberry Pi based Modular System for Multichannel Event-Driven Functional Electrical Stimulation Control. In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland, United Kingdom, 11-15 July 2022, pp. 2592-2597. ISBN: 978-1-7281-2782-8
Contributo in Atti di Convegno (Proceeding)