title: Fractal feature of sEMG from Flexor digitorum superficialis muscle correlated with levels of contraction during low-level finger flexions.
abstract: This research paper reports an experimental study on identification of the changes in fractal properties of surface Electromyogram (sEMG) with the changes in the force levels during low-level finger flexions. In the previous study, the authors have identified a novel fractal feature, Maximum fractal length (MFL) as a measure of strength of low-level contractions and has used this feature to identify various wrist and finger movements. This study has tested the relationship between the MFL and force of contraction. The results suggest that changes in MFL is correlated with the changes in contraction levels (20%, 50% and 80% maximum voluntary contraction (MVC)) during low-level muscle activation such as finger flexions. From the statistical analysis and by visualisation using box-plot, it is observed that MFL (p ≈ 0.001) is a more correlated to force of contraction compared to RMS (p≈0.05), even when the muscle contraction is less than 50% MVC during low-level finger flexions. This work has established that this fractal feature will be useful in providing information about changes in levels of force during low-level finger movements for prosthetic control or human computer interface.
authors.affiliation: School of Electrical and Computer Engineering, RMIT university, Melbourne, VIC 3001, Australia.
authors.forename: Sridhar P
authors.initials: SP
authors.lastname: Arjunan
authors.forename: Dinesh K
authors.initials: DK
authors.lastname: Kumar
authors.forename: Ganesh R
authors.initials: GR
authors.lastname: Naik
mesh_terms: D004576:Electromyography / Q000379:methods*; D005260:Female; D005385:Fingers / Q000502:physiology*; D017709:Fractals; D006801:Humans; D008297:Male; D009119:Muscle Contraction / Q000502:physiology*; D018482:Muscle, Skeletal / Q000502:physiology*; D005082:Physical Exertion / Q000502:physiology*; D013223:Statistics as Topic; D013314:Stress, Mechanical