• DocumentCode
    1486145
  • Title

    Simple test for distinguishing constant from time-varying amplitude in harmonic retrieval problems

  • Author

    Besson, Olivier ; Stoica, Petre

  • Author_Institution
    Dept. of Avionics & Syst., ENSICA, Toulouse, France
  • Volume
    47
  • Issue
    4
  • fYear
    1999
  • fDate
    4/1/1999 12:00:00 AM
  • Firstpage
    1137
  • Lastpage
    1141
  • Abstract
    In many harmonic retrieval problems, it is not known a priori whether the amplitude of the sinusoidal signals dealt with is constant or time varying. In such applications, a key problem, prior to or in conjunction with frequency estimation, is to decide between these two alternatives or hypotheses. A statistical test for this problem is derived, based on the statistics of the difference between two frequency estimates. The test is computationally efficient and yields, as a by-product, consistent frequency estimates under either hypothesis. Numerical examples are included to show the performance of the proposed test
  • Keywords
    frequency estimation; harmonic analysis; least squares approximations; signal detection; statistical analysis; computationally efficient test; constant amplitude; detection probability; detection test; frequency estimation; harmonic retrieval problems; nonlinear least squares; performance; sinusoidal signals analysis; statistical test; time-varying amplitude; Doppler radar; Frequency estimation; Meteorological radar; Radar applications; Radar detection; Radar tracking; Signal detection; Statistical analysis; Testing; Yield estimation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.752612
  • Filename
    752612