• DocumentCode
    3241172
  • Title

    Assessment of cumulant-based approaches to harmonic retrieval

  • Author

    Shin, Dai C. ; Mendel, Jerry M.

  • Author_Institution
    Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA
  • Volume
    5
  • fYear
    1992
  • fDate
    23-26 Mar 1992
  • Firstpage
    205
  • Abstract
    The authors answer the following questions regarding solving the harmonic retrieval problem using second- or fourth-order statistics: (1) How do cumulant-based results compare against correlation-based results?; (2) How robust are the cumulant-based methods to tones of different local SNRs?; (3) How close can the two tones be brought together before cumulant-based methods break down?; (4) Does one have to use a high-resolution method, such as MUSIC or Minimum Norm, or can the Pisarenko method be used?; and (5) What is the `footprint´ of success for the cumulant-based methods? Extensive simulations are used to provide the answers
  • Keywords
    harmonic analysis; signal processing; spectral analysis; statistical analysis; MUSIC; Minimum Norm; Pisarenko method; cumulant-based approaches; fourth-order statistics; harmonic retrieval; second order statistics; signal processing; spectral analysis; Additive noise; Amplitude estimation; Equations; Frequency estimation; Image processing; Image retrieval; Multiple signal classification; Robustness; Signal processing; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0532-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.1992.226534
  • Filename
    226534