sEMG-based Control Strategy for a Hand Exoskeleton System - Nicola Secciani

sEMG-based Control Strategy for a Hand Exoskeleton System

(Autor)

Buch | Softcover
XVIII, 91 Seiten
2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-90285-8 (ISBN)
171,19 inkl. MwSt
This book reports on the design and testing of an sEMG-based control strategy for a fully-wearable low-cost hand exoskeleton. While similar classifier have been widely used for motor intention prediction, their application to wearable device control has been neglected so far.

This book reports on the design and testing of an sEMG-based control strategy for a fully-wearable low-cost hand exoskeleton.  It describes in detail the modifications carried out to the electronics of a previous prototype, covering in turn the implementation of an innovative sEMG classifier for predicting the wearer's motor intention and driving the exoskeleton accordingly. While similar classifier have been widely used for motor intention prediction, their application to wearable device control has been neglected so far. Thus, this book fills a gap in the literature providing readers with extensive information and a source of inspiration for the future design and control of medical and assistive devices.




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Introduction.- Background: first-stage device.- The new control system.- Tests and results.

Erscheinungsdatum
Reihe/Serie Springer Theses
Zusatzinfo XVIII, 91 p. 46 illus., 37 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 184 g
Themenwelt Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik Medizintechnik
Schlagworte Classification of Hand Gestures • Machine Learning Algorithms in Robotics • Motion Control of Hand Exoskeletons • Real-time Control of Wearable Robots • Robotics for Medicine and Healthcare • Surface Electromyography in Robotics • Wearable Assistive Robotic Devices
ISBN-10 3-030-90285-4 / 3030902854
ISBN-13 978-3-030-90285-8 / 9783030902858
Zustand Neuware
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