Electromyography Signal Acquisition and Processing for Movement Analysis

This reprint focuses on recent advances in the processing of surface electromyography (EMG) signals acquired during human movement, as well as on innovative approaches to sense muscle activity. A wide range of methods is examined, including machine learning techniques to detect the onset/offset timi...

Description complète

Enregistré dans:
Détails bibliographiques
Autres auteurs: Di Nardo, Francesco (Éditeur intellectuel), Agostini, Valentina (Éditeur intellectuel), Conforto, Silvia (Éditeur intellectuel)
Format: Électronique Chapitre de livre
Langue:anglais
Publié: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Sujets:
Accès en ligne:DOAB: download the publication
DOAB: description of the publication
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
Description
Résumé:This reprint focuses on recent advances in the processing of surface electromyography (EMG) signals acquired during human movement, as well as on innovative approaches to sense muscle activity. A wide range of methods is examined, including machine learning techniques to detect the onset/offset timing of muscle activity and approaches to evaluate muscle fatigue and analyze muscle synergies and co-contractions. Applications of these techniques are explored in different medical scenarios, e.g., for the benefit of patients suffering from low back pain, stroke survivors, and patients requiring polysomnography.
Description matérielle:1 electronic resource (202 p.)
ISBN:books978-3-0365-7205-5
9783036572048
9783036572055
Accès:Open Access