• DocumentCode
    464748
  • Title

    A New Minimum Variance Spectral Estimation Method for Analyzing Click-Evoked Otoacoustic Emissions

  • Author

    Zhang, Z.G. ; Chan, S.C. ; Zhang, V.W. ; McPherson, B.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ.
  • fYear
    2007
  • fDate
    27-30 May 2007
  • Firstpage
    833
  • Lastpage
    836
  • Abstract
    This paper proposes a new minimum variance spectral estimation (MVSE)-based time-frequency analysis (TFA) for click-evoked otoacoustic emissions (CEOAEs). The conventional MVSE is extended to TFA by windowing the observation data to obtain a time-frequency distribution for the time-series. Based on the characteristics of CEOAEs, the window size is given a small value at high frequencies and a large value at low frequencies. The adaptive window size yields the proposed frequency-dependent WMVSE (FDWMVSE). The FDWMVSE integrates the advantages of adaptive window selection of wavelet transform and good resolution of MVSE. Experimental results show that the FDWMVSE can achieve better frequency resolution than other TFA methods when applied to synthesized and real CEOAEs
  • Keywords
    audio signal processing; estimation theory; otoacoustic emissions; time series; time-frequency analysis; adaptive window selection; click-evoked otoacoustic emissions; frequency resolution; minimum variance spectral estimation method; time-frequency analysis; time-frequency distribution; time-series method; wavelet transform; Acoustic emission; Analysis of variance; Energy resolution; Fourier transforms; Signal analysis; Signal resolution; Speech analysis; Time frequency analysis; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
  • Conference_Location
    New Orleans, LA
  • Print_ISBN
    1-4244-0920-9
  • Electronic_ISBN
    1-4244-0921-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2007.378035
  • Filename
    4252764