Abstract
For force and sEMG simulation, we introduce the motor unit recruitment and rate coding (Fuglevand) model in this chapter. This model has already been utilized in numerous research to replicate the force-sEMG relationship in patients suffering from neuromuscular weakness. Their research aims to identify the variables that significantly alter the force-sEMG curve’s slope. To investigate such changes, the Fuglevand model offers flexibility in manipulating different elements. However, building this model is a difficult undertaking. As a result, we offer a comprehensive tutorial on building this model with the R programming language in this chapter. We also provide an R platform open-source code for the Fuglevand model. With the help of this code, force-sEMG connections in both healthy people and the affected population can be studied.
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References
Biel, A. (2019). Trail guide to movement: Building the body in motion. Books of Discovery.
Fuglevand, A. J., Winter, D. A., & Patla, A. E. (1993). Models of recruitment and rate coding organization in motor-unit pools. Journal of Neurophysiology, 70(6), 2470–2488.
Hu, X., Rymer, W. Z., & Suresh, N. L. (2014). Motor unit firing rate patterns during voluntary muscle force generation: A simulation study. Journal of Neural Engineering, 11(2), 026015.
Saini, H., Klotz, T., & Röhrle, O. (2023). Modelling motor units in 3d: Influence on muscle contraction and joint force via a proof of concept simulation. Biomechanics and Modeling in Mechanobiology, 22(2), 593–610.
Shin, H., Suresh, N. L., Rymer, W. Z., & Hu, X. (2018). Relative contribution of different altered motor unit control to muscle weakness in stroke: A simulation study. Journal of Neural Engineering, 15(1), 016014.
Wang, W., Stefano, A. D., & Allen, R. (2006). A simulation model of the surface EMG signal for analysis of muscle activity during the gait cycle. Computers in Biology and Medicine, 36(6), 601–618.
Zhao, H., Ren, Y., Wu, Y.-N., Liu, S. Q., & Zhang, L.-Q. (2009). Ultrasonic evaluations of achilles tendon mechanical properties poststroke. Journal of Applied Physiology, 106(3), 843–849.
Zhou, P., & Rymer, W. Z. (2004). Factors governing the form of the relation between muscle force and the EMG: A simulation study. Journal of Neurophysiology, 92(5), 2878–2886.
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Singh, R.E. (2024). Fuglevand Model (Rate Coding and Motor Unit Recruitment Model). In: Singh, R.E. (eds) Motion Analysis of Biological Systems. Springer, Cham. https://doi.org/10.1007/978-3-031-52977-1_6
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DOI: https://doi.org/10.1007/978-3-031-52977-1_6
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