Recognizing and predicting muscular fatigue of biceps brachii in motion with novel fabric strain sensors based on machine learning

• Published in: Biomedical signal processing and control Vol. 96; p. 106647
• Main Authors: Wang, Chuanling, Wang, Xi, Li, Qiao, Tao, Xiaoming
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2024
• Subjects: Fabric strain sensor; Fatigue recognition; Machine learning; Muscle thickness; Fatigue recognition; Muscle thickness; Machine learning; Fabric strain sensor

•Muscle thickness detect by fabric strain sensors can facilitate recognition and prediction of muscle fatigue.•Features of muscle thickness related to muscle fatigue was proposed and verified.•Based on proposed features, fatigued cycles of curl were successfully recognized.•A model for fatigue predi...