• DocumentCode
    420848
  • Title

    Deterministic Cramer-Rao bound for symmetric PARAFAC model with application to blind spatial signature estimation

  • Author

    Rong, Yue ; Vorobyov, Sergiy A. ; Gershman, Alex B. ; Sidiropoulos, Nicholas D.

  • Author_Institution
    Dept. of Commun. Syst., Duisburg-Essen Univ., Duisburg, Germany
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    411
  • Lastpage
    414
  • Abstract
    The symmetric parallel factor analysis (PARAFAC) model has found numerous applications in array signal processing and communications. We derive the deterministic Cramer-Rao bound (CRB) for the symmetric RARAFAC model and illustrate the obtained results using an example with spatial signature estimation in sensor arrays.
  • Keywords
    array signal processing; array signal processing; blind spatial signature estimation; deterministic Cramer-Rao bound; sensor arrays; symmetric parallel factor analysis model; Additive noise; Antenna arrays; Array signal processing; Covariance matrix; Data models; Gaussian noise; Sensor arrays; Signal analysis; Signal processing algorithms; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
  • Print_ISBN
    0-7803-8292-7
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2003.1341145
  • Filename
    1341145
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=420848