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
Link To Document :
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