• DocumentCode
    755257
  • Title

    Instantaneous frequency estimation using linear prediction with comparisons to the DESAs

  • Author

    Fertig, L.B. ; McClellan, J.H.

  • Author_Institution
    Sch. of Electr. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    3
  • Issue
    2
  • fYear
    1996
  • Firstpage
    54
  • Lastpage
    56
  • Abstract
    Four nonlinear instantaneous frequency estimators are derived by symbolically expressing the output of linear predictive techniques in terms of the input data samples. The estimators are similar in form to the instantaneous frequency estimators associated with the discrete energy separation algorithms (DESAs). The mean absolute error and root mean square error (RMSE) of the new frequency estimators compare favorably with those of the DESAs for a specified class of AM-FM/cosine signals. The new estimators also require fewer computations than the DESA frequency estimators.
  • Keywords
    amplitude modulation; error analysis; frequency estimation; frequency modulation; prediction theory; signal sampling; AM-FM/cosine signals; DESA; RMSE; discrete energy separation algorithms; input data samples; instantaneous frequency estimation; linear prediction; mean absolute error; nonlinear instantaneous frequency estimators; root mean square error; Autocorrelation; Filters; Forward contracts; Frequency estimation; Polynomials; Predictive models; Root mean square; Signal analysis; Yield estimation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.484216
  • Filename
    484216