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- W2023783048 abstract "There is spectral compression of the surface Electromyogram (sEMG) towards lower frequencies and corresponding increase in amplitude of sEMG associated with muscle fatigue. While it is possible to use these features to compare pre and post onset of muscle fatigue, it is not possible to use these features alone to identify fatigued muscles due to the large inter-subject and inter-experimental variations. This is further compounded when the contraction is not isometric but cyclic because there is large variation of sEMG within each cycle. This research has developed and demonstrated a technique that measures motor unit synchronization within a muscle which can be used to determine if the associated muscle is fatigued or non-fatigued. This technique measures the level of independence between two channel sEMG recorded from the muscles measured by determinant of the Global matrix generated by performing independent component analysis. When the muscle is non-fatigued, the two channels have a high degree of independence with a high value of the determinant (0.35 to 0.98), while the channels become dependent when the muscles get fatigued and the determinant is close to zero (0.0007 to 0.0018). This is irrespective of the contraction being isometric or cyclic, and is valid for all subjects." @default.
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- W2023783048 date "2013-01-01" @default.
- W2023783048 modified "2023-10-18" @default.
- W2023783048 title "Motor Unit Synchronization as a Measure of Localized Muscle Fatigue" @default.
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- W2023783048 doi "https://doi.org/10.4018/ijbce.2013010104" @default.
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