DocumentCode
415183
Title
Adaptive algorithms for blind channel estimation in OFDM systems
Author
Doukopoulos, Xenofon G. ; Moustakides, George V.
Author_Institution
IRISA-INRIA, Rennes, France
Volume
4
fYear
2004
fDate
20-24 June 2004
Firstpage
2377
Abstract
The problem of blind adaptive channel estimation in OFDM systems is considered. Focusing on the zero padding approach, for the first time adaptive algorithms are proposed that blindly identify the impulse response of the multipath channel. In particular, we develop RLS and LMS schemes that exhibit rapid convergence combined with low computational complexity. Both versions are obtained by properly modifying the orthogonal iteration, a method used in numerical analysis for the computation of singular vectors. With a number of simulations we demonstrate the satisfactory performance of our adaptive schemes under diverse signaling conditions.
Keywords
OFDM modulation; channel estimation; computational complexity; iterative methods; least mean squares methods; multipath channels; telecommunication signalling; transient response; LMS scheme; OFDM systems; RLS scheme; blind adaptive channel estimation; computational complexity; diverse signaling condition; impulse response; multipath channel; orthogonal frequency division multiplexing; orthogonal iteration; singular vectors; zero padding approach; Adaptive algorithm; Blind equalizers; Channel estimation; Computational complexity; Convergence; Least squares approximation; Multipath channels; Numerical analysis; OFDM; Resonance light scattering;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, 2004 IEEE International Conference on
Print_ISBN
0-7803-8533-0
Type
conf
DOI
10.1109/ICC.2004.1312944
Filename
1312944
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