• 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