• DocumentCode
    3432330
  • Title

    Exact Cramer Rao Bound for near field source localization

  • Author

    Begriche, Youcef ; Thameri, Messaoud ; Abed-Meraim, Karim

  • Author_Institution
    Telecom ParisTech, Paris, France
  • fYear
    2012
  • fDate
    2-5 July 2012
  • Firstpage
    718
  • Lastpage
    721
  • Abstract
    In this paper, we derive the conditional Cramer Rao Bound (CRB) for near field source localization using the exact expression of the time delay parameter. Based on this derivation, several observations and comments are made: (i) The exact CRB allows us to analyze the effect of the near field assumption on the angle of arrival estimation performance, (ii) the second order Taylor expansion of the exact CRB is shown to be different from the CRB given by El Korso et al for an approximate time delay parameter (i.e approximate model), and (iii) we show how the exact CRB can be used to define the `near field localization region´ based on a target localization performance. Simulation experiments are provided to better illustrate our different results and observations.
  • Keywords
    approximation theory; delays; direction-of-arrival estimation; angle-of-arrival estimation; exact CRB; exact Cramer Rao bound; near field source localization; second order Taylor expansion; target localization performance; time delay parameter approximation; Analytical models; Approximation methods; Cramer-Rao bounds; Data models; Delay effects; Taylor series; CRB; Near field; Source localization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
  • Conference_Location
    Montreal, QC
  • Print_ISBN
    978-1-4673-0381-1
  • Electronic_ISBN
    978-1-4673-0380-4
  • Type

    conf

  • DOI
    10.1109/ISSPA.2012.6310646
  • Filename
    6310646