• DocumentCode
    1150139
  • Title

    Blind channel order estimation based on second-order statistics

  • Author

    Gerstacker, Wolfgang H. ; Taylor, Desmond P.

  • Author_Institution
    Lehrstuhl fur Mobilkommunikation, Univ. Erlangen-Nurnberg, Erlangen, Germany
  • Volume
    10
  • Issue
    2
  • fYear
    2003
  • Firstpage
    39
  • Lastpage
    42
  • Abstract
    For many existing blind channel estimation algorithms, accurate estimates of the channel order are a prerequisite. A novel scheme for blind channel order estimation using exclusively second-order statistics of the received signal is proposed, which can be embedded in channel estimation and is based on the examination of an indicator function constructed from initial channel estimates with overestimated order. It is demonstrated that significantly better order estimates can be obtained than by information-theoretic criteria like the minimum description length criterion.
  • Keywords
    channel estimation; statistical analysis; blind channel estimation algorithms; blind channel order estimation; indicator function; information-theoretic criteria; minimum description length criterion; overestimated order; second-order statistics; Blind equalizers; Channel estimation; Chromium; Intersymbol interference; Least squares methods; Receiving antennas; Signal processing; Signal processing algorithms; Statistics; Transfer functions;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2002.807866
  • Filename
    1179832