• DocumentCode
    2610264
  • Title

    Composite cumulant-property mapping for MA cumulant matching

  • Author

    STOGIOGLOU, Achilleas G. ; Mclaughlin, Steve

  • Author_Institution
    Dept. of Electr. Eng., Edinburgh Univ., UK
  • fYear
    1996
  • fDate
    24-26 Jun 1996
  • Firstpage
    214
  • Lastpage
    217
  • Abstract
    This paper considers the use of composite property mappings for mapping algorithm (MA) cumulant matching. The algorithm makes use of two property mappings corresponding to rank and structure properties of a matrix consisting of MA cumulants. It is proved that these two properties are sufficient to characterise a matrix consisting of true MA cumulants. This result clearly implies that provided that convergence is achieved the composite property mapping algorithm performs some kind of cumulant matching. The issue of convergence is also discussed in the paper. Numerical results are presented to show the performance of the algorithm
  • Keywords
    convergence of numerical methods; higher order statistics; identification; matrix algebra; signal processing; composite cumulant-property mapping; convergence; mapping algorithm cumulant matching; matrix; rank; structure properties; Array signal processing; Convergence; Higher order statistics; Iterative algorithms; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal and Array Processing, 1996. Proceedings., 8th IEEE Signal Processing Workshop on (Cat. No.96TB10004
  • Conference_Location
    Corfu
  • Print_ISBN
    0-8186-7576-4
  • Type

    conf

  • DOI
    10.1109/SSAP.1996.534856
  • Filename
    534856