Title :
Adaptive algorithms for blind channel estimation in OFDM systems
Author :
Doukopoulos, Xenofon G. ; Moustakides, George V.
Author_Institution :
IRISA-INRIA, Rennes, France
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;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312944