DocumentCode
333248
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
Volume
5
fYear
1998
fDate
28 Oct-1 Nov 1998
Firstpage
2662
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.745172
Filename
745172
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