title: A sEMG model with experimentally based simulation parameters.
abstract: A differential, time-invariant, surface electromyogram (sEMG) model has been implemented. While it is based on existing EMG models, the novelty of this implementation is that it assigns more accurate distributions of variables to create realistic motor unit (MU) characteristics. Variables such as muscle fibre conduction velocity, jitter (the change in the interpulse interval between subsequent action potential firings) and motor unit size have been considered to follow normal distributions about an experimentally obtained mean. In addition, motor unit firing frequencies have been considered to have non-linear and type based distributions that are in accordance with experimental results. Motor unit recruitment thresholds have been considered to be related to the MU type. The model has been used to simulate single channel differential sEMG signals from voluntary, isometric contractions of the biceps brachii muscle. The model has been experimentally verified by conducting experiments on three subjects. Comparison between simulated signals and experimental recordings shows that the Root Mean Square (RMS) increases linearly with force in both cases. The simulated signals also show similar values and rates of change of RMS to the experimental signals.
authors.affiliation: School of Electrical and Computer Engineering at RMIT University, Melbourne, Australia. katherine.wheeler@student.rmit.edu.au
authors.forename: Katherine A
authors.initials: KA
authors.lastname: Wheeler
authors.forename: Hiroshima
authors.initials: H
authors.lastname: Shimada
authors.forename: Dinesh K
authors.initials: DK
authors.lastname: Kumar
authors.forename: Sridhar P
authors.initials: SP
authors.lastname: Arjunan
mesh_terms: D000200:Action Potentials; D004576:Electromyography / Q000379:methods*; D006801:Humans; D008962:Models, Theoretical