A randomisation method for discriminating between signal and noise in recordings of rhythmic electromyographic activity

A method is described which enables an amplitude threshold level to be derived from previously recorded rhythmic electromyographic activity, or from other rhythmic physiological data, so that the signal and noise components can be best separated. The method utilises randomisation of the original data and a non-parametric measure of the resultant information loss; this avoids any assumptions about the amplitude density function. The probability that the division into signal and noise is no better than chance may also be calculated.

[1]  D. E. Marple-Horvat,et al.  A method for automatic identification of periods of muscular activity from EMG recordings , 1992, Journal of Neuroscience Methods.

[2]  A. Thexton,et al.  The electromyographic activities of jaw and hyoid musculature in different ingestive behaviours in the cat. , 1994, Archives of Oral Biology.

[3]  G E Loeb,et al.  A pulsed integrator for EMG analysis. , 1979, Electroencephalography and clinical neurophysiology.

[4]  P G Howell,et al.  The recording and analysis of EMG and jaw tracking. I. The recording procedure. , 1992, Journal of oral rehabilitation.

[5]  A G Hannam,et al.  A computer-based system for the simultaneous measurement of muscle activity and jaw movement during mastication in man. , 1977, Archives of oral biology.

[6]  M Lidierth A computer based method for automated measurement of the periods of muscular activity from an EMG and its application to locomotor EMGs. , 1986, Electroencephalography and clinical neurophysiology.

[7]  S. Siegel,et al.  Nonparametric Statistics for the Behavioral Sciences , 2022, The SAGE Encyclopedia of Research Design.

[8]  J.C. Principe,et al.  Multiresolution segmentation of respiratory electromyographic signals , 1994, IEEE Transactions on Biomedical Engineering.

[9]  J. Gentle,et al.  Randomization and Monte Carlo Methods in Biology. , 1990 .

[10]  L. Olson,et al.  Extraneuronal binding of catecholamines and 3,4-dihydroxyphenylalanine (dopa) in salivary glands. , 1967, Acta physiologica Scandinavica.