• DocumentCode
    172684
  • Title

    Effect of the amount of sub-bands in the performance of discrete wavelet transform based dynamic S-EMG signals encoder

  • Author

    Trabuco, M.H. ; Costa, M.V.C. ; Nascimento, F. A. de O.

  • Author_Institution
    Dept. de Eng. Eletr., Univ. de Brasilia, Brasilia, Brazil
  • fYear
    2014
  • fDate
    7-12 April 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper evaluates the effect of varying the number of bit allocation sub-bands that segment the transformed wavelet spectrum in an eletromyographic signal encoder. This study investigates the optimal number of sub-bands in the segmented wavelets transform spectrum, which is used in the quantizing algorithm. The criteria of objective evaluation is based on percent residual difference (PRD) and compression factor (CF). In the computational simulations, were implemented and compared two methods of allocating bits: linear decreasing spectral shape and hyperbolic tangent decreasing spectral shape.
  • Keywords
    data compression; discrete wavelet transforms; electromyography; encoding; medical signal processing; CF; PRD; bit allocation sub-band number; compression factor; computational simulations; discrete wavelet transform; dynamic S-EMG signal encoder; eletromyographic signal encoder; hyperbolic tangent decreasing spectral shape; linear decreasing spectral shape; objective evaluation criteria; percent residual difference; quantizing algorithm; segmented wavelet transform spectrum; sub-band optimal number; transformed wavelet spectrum; Acoustics; Conferences; Couplings; IEEE catalog; Medical services; Speech; Wavelet transforms; Data compression; Discrete Wavelet Transform; Dynamic Protocol; Surface Electromyographic Signals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Health Care Exchanges (PAHCE), 2014 Pan American
  • Conference_Location
    Brasilia
  • ISSN
    2327-8161
  • Print_ISBN
    978-1-4799-3554-3
  • Type

    conf

  • DOI
    10.1109/PAHCE.2014.6849642
  • Filename
    6849642