• DocumentCode
    3383080
  • Title

    Quadratic-inverse estimates of transfer functions

  • Author

    Thomson, David J.

  • Author_Institution
    AT&T Bell Labs., Murray Hill, NJ, USA
  • fYear
    1992
  • fDate
    7-9 Oct 1992
  • Firstpage
    432
  • Lastpage
    435
  • Abstract
    Estimating transfer functions between time series is essentially regression in the frequency domain but significant differences occur when the available data sequences are short. The author suggests an estimate of transfer functions on narrow, overlapping frequency bands using a quadratic-inverse formalism. (The quadratic-inverse coefficients apply to both an orthogonal expansion of the spectrum and to a components-of-variance-like decomposition of the covariances between the multiple window eigencoefficients.) A method is suggested to include the effects of line components and similar `high leverage´ effects explicitly
  • Keywords
    eigenvalues and eigenfunctions; frequency-domain analysis; inverse problems; signal processing; time series; transfer functions; covariances; frequency domain; line components; multiple window eigencoefficients; orthogonal expansion; quadratic-inverse formalism; regression; transfer functions between time series; Covariance matrix; Eigenvalues and eigenfunctions; Fourier transforms; Frequency domain analysis; Hafnium; Integral equations; Optical imaging; Time series analysis; Transfer functions; Wave functions;
  • 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.1992.246877
  • Filename
    246877