• DocumentCode
    2107992
  • Title

    Determination of peak locations and amplitudes for automated interpretation of spectra

  • Author

    Orkisz, Michal

  • Author_Institution
    ABB Corp. Res. Center, Kraków, Poland
  • fYear
    2011
  • fDate
    5-8 Sept. 2011
  • Firstpage
    179
  • Lastpage
    185
  • Abstract
    Exact determination of the position and magnitude of peaks in a spectrum is essential to interpreting a spectrum, especially for automating the process. Algorithms such as FFT provide values at regular intervals, whose spacing is determined by the length of the acquired signal. If the time-domain signal length does not contain a whole number of periods, the peak position falls between two spectral values. Neither the exact position nor the amplitude are apparent from the spectrum. A method is presented here for computing a correction to both the location and the amplitude of the local maximum in the spectrogram to significantly improve the estimated location and frequency of the peak location. The computational complexity is constant time per peak, thus it can be employed in low computational power and embedded systems. Corrections for signal length and zero-padding are also included. Examples of the application of this method are presented and its accuracy vs. other methods is discussed.
  • Keywords
    signal processing; spectral analysis; local maximum amplitude; magnitude determination; peak position; position determination; signal length; spectra automated interpretation; spectrogram; time domain signal; zero padding; Accuracy; Amplitude modulation; Computational complexity; Fitting; Frequency estimation; Interpolation; Noise; Algorithms; Fault diagnosis; Frequency estimation; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Diagnostics for Electric Machines, Power Electronics & Drives (SDEMPED), 2011 IEEE International Symposium on
  • Conference_Location
    Bologna
  • Print_ISBN
    978-1-4244-9301-2
  • Electronic_ISBN
    978-1-4244-9302-9
  • Type

    conf

  • DOI
    10.1109/DEMPED.2011.6063621
  • Filename
    6063621