• DocumentCode
    3382055
  • Title

    An ESPRIT-like algorithm for the estimation of quadratic phase coupling

  • Author

    Parthasarathy, Harish ; Prasad, Surendra ; Joshi, S.D.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
  • fYear
    1992
  • fDate
    7-9 Oct 1992
  • Firstpage
    189
  • Lastpage
    192
  • Abstract
    Two algorithms are proposed for estimating the quadratically coupled frequency pairs (QC pairs) in a signal consisting of complex sinusoids in white noise, which may be nonGaussian in general. Three matrices are constructed from the complex third order moments of the noisy signal, the latter two being time shifted versions of the first. The list of coupled frequencies is obtained from the rank reducing numbers of the matrix pencil formed from the first matrix and either of the latter two. The first algorithm then pairs these components by relating quadratic coupling to the intersection of generalized eigenspaces corresponding to two of these frequencies. The coupling strengths are obtained in terms of generalized eigenvectors in this intersection space. The second algorithm constructs a two-parameter matrix pencil using all three matrices. The rank reducing pairs of this pencil on the unit circle yield the QC, pairs and the associated generalized eigenvector yields the coupling strength
  • Keywords
    eigenvalues and eigenfunctions; matrix algebra; parameter estimation; signal processing; white noise; ESPRIT-like algorithm; complex sinusoids; coupled frequencies; coupling strength; generalized eigenspaces; generalized eigenvectors; intersection space; matrix pencil; quadratic phase coupling; rank reducing pairs; white noise; Computer simulation; Eigenvalues and eigenfunctions; Phase estimation; Random variables;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal and Array Processing, 1992. Conference Proceedings., IEEE Sixth SP Workshop on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    0-7803-0508-6
  • Type

    conf

  • DOI
    10.1109/SSAP.1992.246817
  • Filename
    246817