• DocumentCode
    2439227
  • Title

    Signal processing of the auditory brainstem response: investigation into the use of discrete wavelet analysis

  • Author

    Wilson, Wayne J. ; Winter, Mark ; Kerr, Gill ; Aghdasi, Farzin

  • Author_Institution
    Dept. of Speech Pathology & Audiology, Univ. of the Witwatersrand, Johannesburg, South Africa
  • fYear
    1998
  • fDate
    7-8 Sep 1998
  • Firstpage
    17
  • Lastpage
    22
  • Abstract
    Multiresolutional wavelet analysis of the auditory brainstem response (ABR) in the time frequency domain (TFD) has immense potential for improving this test´s sensitivity and specificity as a diagnostic assessment tool, but the choice of wavelet remains a problem. This study compared the clinical significance, as versus the obvious mathematical significance, of using Daubechies 5, symlet 4, and biorthogonal 3.5 wavelet techniques to obtain ABR TFD results in normal subjects. The wavelet techniques showed multiple statistical differences between their TFD results, with a significant number being clinically significant, particularly for TFD component amplitudes. These findings warn against the clinical comparison of TFD ABR results obtained using different wavelets and reinforces the need to state specifically the wavelet procedures used when conducting clinical ABR multiresolutional wavelet analysis
  • Keywords
    auditory evoked potentials; medical signal processing; statistical analysis; time-frequency analysis; wavelet transforms; ABR; Daubechies 5 wavelets; auditory brainstem response; biorthogonal 3.5 wavelets; diagnostic assessment tool; discrete wavelet analysis; multiresolutional wavelet analysis; signal processing; symlet 4 wavelets; time frequency domain; Continuous wavelet transforms; Discrete wavelet transforms; Frequency; Signal analysis; Signal processing; Signal resolution; Speech analysis; Wavelet analysis; Wavelet domain; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Signal Processing, 1998. COMSIG '98. Proceedings of the 1998 South African Symposium on
  • Conference_Location
    Rondebosch
  • Print_ISBN
    0-7803-5054-5
  • Type

    conf

  • DOI
    10.1109/COMSIG.1998.736914
  • Filename
    736914