• DocumentCode
    1239124
  • Title

    A generalized MVDR spectrum

  • Author

    Benesty, Jacob ; Chen, Jingdong ; Huang, Yiteng Arden

  • Author_Institution
    Univ. du Quebec, Montreal, Que., Canada
  • Volume
    12
  • Issue
    12
  • fYear
    2005
  • Firstpage
    827
  • Lastpage
    830
  • Abstract
    The minimum variance distortionless response (MVDR) approach is very popular in array processing. It is also employed in spectral estimation where the Fourier matrix is used in the optimization process. First, we give a general form of the MVDR where any unitary matrix can be used to estimate the spectrum. Second and most importantly, we show how the MVDR method can be used to estimate the magnitude squared coherence function, which is very useful in so many applications but so few methods exist to estimate it. Simulations show that our algorithm gives much more reliable results than the one based on the popular Welch´s method.
  • Keywords
    Fourier transforms; array signal processing; channel bank filters; matrix algebra; spectral analysis; Fourier matrix; MVDR spectrum estimation; array processing; magnitude squared coherence function; minimum variance distortionless response; optimization; periodogram; Array signal processing; Band pass filters; Covariance matrix; Filtering; Frequency; Jacobian matrices; Parameter estimation; Parametric statistics; Signal processing; Yield estimation; Capon; coherence function; cross-spectrum; minimum variance distortionless response (MVDR); periodogram; spectral estimation; spectrum;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2005.859517
  • Filename
    1542110