• DocumentCode
    1429974
  • Title

    Combined estimation scheme for blind source separation with arbitrary source PDFs

  • Author

    Zarzoso, V. ; Nandi, A.K. ; Herrmann, F. ; Millet-Roig, J.

  • Author_Institution
    Dept. of Electr. Eng. & Electron., Liverpool Univ., UK
  • Volume
    37
  • Issue
    2
  • fYear
    2001
  • fDate
    1/18/2001 12:00:00 AM
  • Firstpage
    132
  • Lastpage
    133
  • Abstract
    An alternative closed-form estimator for blind source separation based on fourth-order statistics is presented. In contrast to other estimators, the new estimator works well when the source kurtosis sum is zero. Arbitrary source PDFs are successfully treated through a combined estimation scheme based on a heuristic decision rule for choosing between the new estimator and an existing estimator
  • Keywords
    decorrelation; higher order statistics; signal detection; arbitrary source PDFs; blind source separation; closed-form estimator; combined estimation scheme; fourth-order statistics; heuristic decision rule; source kurtosis sum;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20010048
  • Filename
    898303
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1429974