• DocumentCode
    2437209
  • Title

    Improve wavelet transform spectrum measurement performance by means of variable mother function bandwidth parameter

  • Author

    Wu, Wei

  • Author_Institution
    Univ. of Missouri-Rolla, Rolla
  • fYear
    2007
  • fDate
    17-20 Oct. 2007
  • Firstpage
    536
  • Lastpage
    539
  • Abstract
    This paper indicates that although wavelet transform is advantageous for transient signal analysis, it is difficult to apply for signal spectrum measurement due to its auto resolution adjustment ability that gives poor frequency resolution at high frequency and makes frequency spectrum unidentifiable. To overcome this shortfall, the paper proposes a new approach that replaces the constant Morlet wavelet mother function bandwidth parameter with a variable one, so that the expanding of bandwidth of Morlet wavelet transform is restricted in high frequency, resulting in better frequency resolution. The experimental signals are calculated spectrum with both original and improved Morlet wavelet transforms and the improvements of the spectrum measurement are obvious and accord well with the theoretical analysis of this paper.
  • Keywords
    signal resolution; spectral analysis; wavelet transforms; Morlet wavelet transform spectrum measurement; frequency resolution; transient signal analysis; variable mother function bandwidth parameter; Bandwidth; Continuous wavelet transforms; Frequency domain analysis; Frequency measurement; Signal analysis; Signal processing; Signal resolution; Transient analysis; Wavelet analysis; Wavelet transforms; Signal resolution; Wavelet transforms; spectrum analysis; transient analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems, 2007. ICCAS '07. International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-89-950038-6-2
  • Electronic_ISBN
    978-89-950038-6-2
  • Type

    conf

  • DOI
    10.1109/ICCAS.2007.4406968
  • Filename
    4406968