A Muscle Fatigue Classification Model Based on LSTM and Improved Wavelet Packet Threshold

Previous studies have used the anaerobic threshold (AT) to non-invasively predict muscle fatigue. This study proposes a novel method for the automatic classification of muscle fatigue based on surface electromyography (sEMG). The sEMG data were acquired from 20 participants during an incremental tes...

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Bibliographic Details
Main Authors: Junhong Wang, Shaoming Sun, Yining Sun
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/19/6369