title: Influence of amplitude cancellation on the accuracy of determining the onset of muscle activity from the surface electromyogram.
abstract: The purpose of the study was to quantify the influence of amplitude cancellation on the accuracy of detecting the onset of muscle activity based on an analysis of simulated surface electromyographic (EMG) signals. EMG activity of a generic lower limb muscle was simulated during the stance phase of human gait. Surface EMG signals were generated with and without amplitude cancellation by summing simulated motor unit potentials either before (cancellation EMG) or after (no-cancellation EMG) the potentials had been rectified. The two sets of EMG signals were compared at forces of 30% and 80% of maximum voluntary contraction (MVC) and with various low-pass filter cut-off frequencies. Onset time was determined both visually and by an algorithm that identified when the mean amplitude of the signal within a sliding window exceeded a specified standard deviation (SD) above the baseline mean. Onset error was greater for the no-cancellation conditions when determined automatically and by visual inspection. However, the differences in onset error between the two cancellation conditions appear to be clinically insignificant. Therefore, amplitude cancellation does not appear to limit the ability to detect the onset of muscle activity from the surface EMG.
authors.affiliation: Neurophysiology of Movement Laboratory, Department of Integrative Physiology, University of Colorado, Boulder, CO 80309, USA. mjesunat@asu.edu
authors.forename: Mark
authors.initials: M
authors.lastname: Jesunathadas
authors.forename: Sameer S
authors.initials: SS
authors.lastname: Aidoor
authors.forename: Kevin G
authors.initials: KG
authors.lastname: Keenan
authors.forename: Dario
authors.initials: D
authors.lastname: Farina
authors.forename: Roger M
authors.initials: RM
authors.lastname: Enoka
mesh_terms: D000465:Algorithms; D003198:Computer Simulation; D004576:Electromyography / Q000379:methods*; D006801:Humans; D008124:Locomotion / Q000502:physiology*; D008954:Models, Biological; D009119:Muscle Contraction / Q000502:physiology*; D018482:Muscle, Skeletal / Q000502:physiology*; D010363:Pattern Recognition, Automated / Q000379:methods*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity