The Motor Unit Innervation Process Correlation and Its Effects on EMG Applications

It has often been assumed in EMG modeling and signal processing applications, that the motor unit action potential trains (MUAPT) of concurrently active motor units during voluntary contractions are not correlated. However, motor unit synchrony, or motor unit innervation process (MUIP) correlation, which implies MUAPT correlation, has been accepted as a common phenomenon in voluntary contractions. The impact of this MUIP correlation in applications which assume its absence has not been thoroughly studied. In this paper, simulated data with different degrees of MUIP correlation are applied to investigate this issue. Simulation results show that MUIP correlation may compromise the assumption of uncorrelated MUAPTs (depending on recruitment level), and MUIP correlation has a downwards spectrum compression effect on the power spectrum of EMG

[1]  R. Scott,et al.  The short-time Fourier transform and muscle fatigue assessment in dynamic contractions. , 2001, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[2]  Kevin B. Englehart,et al.  Modeling of Muscle Motor Unit Innervation Process Correlation and Common Drive , 2006, IEEE Transactions on Biomedical Engineering.

[3]  C. D. De Luca,et al.  Myoelectrical manifestations of localized muscular fatigue in humans. , 1984, Critical reviews in biomedical engineering.

[4]  A J Fuglevand,et al.  Estimating the strength of common input to human motoneurons from the cross‐correlogram. , 1992, The Journal of physiology.

[5]  L. Adams,et al.  Synchronization of motor unit firing during different respiratory and postural tasks in human sternocleidomastoid muscle. , 1989, The Journal of physiology.

[6]  A Schmied,et al.  Human spinal lateralization assessed from motoneurone synchronization: dependence on handedness and motor unit type. , 1994, The Journal of physiology.

[7]  Shi Zhou,et al.  Motor unit synchronisation is enhanced during slow lengthening contractions of a hand muscle , 2002, The Journal of physiology.

[8]  T. Sears,et al.  Short‐term synchronization of intercostal motoneurone activity. , 1976, The Journal of physiology.

[9]  José A. González-Cueto,et al.  Deconvolution estimation of motor unit conduction velocity distribution , 2002, IEEE Transactions on Biomedical Engineering.

[10]  P.A. Parker,et al.  Signal processing for the multistate myoelectric channel , 1977, Proceedings of the IEEE.

[11]  R N Scott Myoelectric control of prostheses. , 1966, Archives of physical medicine and rehabilitation.

[12]  J. L. F. Weytjens,et al.  Motor unit synchronization and the power spectrum of the electromyogram , 1984 .

[13]  Ning Jiang,et al.  A Novel Simulation Model for the Motor Unit Innervation Process , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[14]  S. Farmer,et al.  Central nervous pathways underlying synchronization of human motor unit firing studied during voluntary contractions. , 1991, The Journal of physiology.