Title :
Study of muscle contraction through a temporal parameter of the myoelectric signal
Author :
Garcia, M.A.C. ; Souza, M.N.
Author_Institution :
Biomed. Eng. Prog., Fed. Univ. of Rio de Janeiro, Brazil
fDate :
28 Oct-1 Nov 1998
Abstract :
This work presents the analysis of muscular contraction based on a temporal parameter of the myoelectric signal. This parameter is the intervals between adjacent zero crossings of the signal. Since it is a kind of random variable, it is characterized by statistical properties derived from its histogram. In this paper the systematic way of obtaining such statistical properties was to fit a probability distribution function, the Weibull function, to the parameter histogram. The results of central tendency and dispersion of the fitted function were studied before and after a muscular training period in 4 different groups, separated by sex and for training conditions. These results point out that these statistical properties can contribute in the analysis of the muscular contraction
Keywords :
Weibull distribution; electromyography; medical signal processing; neurophysiology; spectral analysis; Weibull function; central tendency; fitted function dispersion; histogram derived statistical properties; intervals between adjacent zero crossings; isometric contraction; mu parameter; muscle contraction; muscular training; myoelectric signal; probability distribution function; random variable; temporal parameter; Biomedical engineering; Electrodes; Electromyography; Electronic mail; Histograms; IEEE members; Muscles; Needles; Random variables; Signal analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.745172