• DocumentCode
    1315108
  • Title

    Analysis of the Exponential Signal by the Interpolated DFT Algorithm

  • Author

    Wu, Rong-Ching ; Chiang, Ching-Tai

  • Author_Institution
    Dept. of Electr. Eng., I-Shou Univ., Kaohsiung, Taiwan
  • Volume
    59
  • Issue
    12
  • fYear
    2010
  • Firstpage
    3306
  • Lastpage
    3317
  • Abstract
    In this paper, exponential signals in the frequency domain are accurately analyzed by an algorithm, and the peaks of the discrete Fourier transform (DFT) result are adopted to obtain parameters that include amplitudes, frequencies, dampings, and phases. There are two steps for this algorithm: interpolated DFT and leakage elimination. Interpolated DFT refers to the three neighboring spectral lines at the peak of each mode used to calculate an approximate result, with the purpose of leakage elimination being to eliminate the influence of leakage on these data. After some iteration, this algorithm will obtain accurate parameters of the exponential components that are derived from their DFT results. The comparison of different algorithms is also discussed in this paper.
  • Keywords
    discrete Fourier transforms; electrical faults; signal processing; discrete Fourier transform; exponential signal; interpolated DFT algorithm; leakage elimination; spectral lines; Algorithm design and analysis; Amplitude estimation; Damping; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Phase estimation; Transient analysis; Amplitude estimation; discrete Fourier transform (DFT); frequency estimation; frequency-domain analysis; multivariable functions; parameter estimation; phase estimation; rotating-machine transient analysis;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2010.2047301
  • Filename
    5565464