title: Estimation of muscle fatigue by ratio of mean frequency to average rectified value from surface electromyography.
abstract: A new method to estimate muscle fatigue quantitatively from surface electromyography (EMG) is proposed. The ratio of mean frequency (MNF) to average rectified value (ARV) is used as the index of muscle fatigue, and muscle fatigue is detected when MNF/ARV falls below a pre-determined or pre-calculated baseline. MNF/ARV gives larger distinction between fatigued muscle and non-fatigued muscle. Experiment results show the effectiveness of our method in estimating muscle fatigue more correctly compared to conventional methods. An early evaluation based on the initial value of MNF/ARV and the subjective time when the subjects start feeling the fatigue also indicates the possibility of calculating baseline from the initial value of MNF/ARV.
authors.forename: Jeffry Bonar
authors.initials: JB
authors.lastname: Fernando
authors.forename: Mototaka
authors.initials: M
authors.lastname: Yoshioka
authors.forename: Jun
authors.initials: J
authors.lastname: Ozawa
mesh_terms: D004576:Electromyography / Q000379:methods*; D006801:Humans; D018763:Muscle Fatigue / Q000502:physiology*; D018482:Muscle, Skeletal / Q000502:physiology*; D012815:Signal Processing, Computer-Assisted