• DocumentCode
    827367
  • Title

    Comments on "CuBICA: Independent Component Analysis by Simultaneous third- and Fourth-Order Cumulant Diagonalization

  • Author

    Moreau, Eric

  • Author_Institution
    ISITV, Univ. du Sud Toulon Var, La Valette Du Var
  • Volume
    54
  • Issue
    12
  • fYear
    2006
  • Firstpage
    4826
  • Lastpage
    4828
  • Abstract
    Source separation based on joint diagonalization of cumulant matrices or tensors has led now to classical algorithms. In a previous paper by Blaschke and Wiskott, an algorithm based on the above principle is proposed. It combines third- and fourth-order cumulants and it is claimed to possess interesting properties. This comment has two objectives. We point out imprecisions of statement and we give additional references of closely related works, some of them presenting identical issues
  • Keywords
    higher order statistics; independent component analysis; matrix algebra; source separation; tensors; CuBICA; cumulant matrices; fourth-order cumulant diagonalization; independent component analysis; simultaneous third-order cumulant diagonalization; source separation; Algorithm design and analysis; Covariance matrix; Higher order statistics; Independent component analysis; Jacobian matrices; Matrix decomposition; Reactive power; Signal processing algorithms; Source separation; Tensile stress; Blind source separation; contrast function; higher order statistics; independent component analysis; matrices joint diagonalization;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2006.881175
  • Filename
    4014386