Title :
Doubly Selective Channel Estimation for OFDM Systems
Author :
Shin, Changyong ; Powers, Edward J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX
fDate :
Oct. 28 2005-Nov. 1 2005
Abstract :
In order to estimate doubly selective channels in orthogonal frequency division multiplexing (OFDM) systems, we derive a linear minimum mean square error (LMMSE) channel estimator by considering fast time-variant channel estimation by Wiener filtering. To reduce the computational complexity of the LMMSE estimator, we also present an approximate LMMSE (ALMMSE) estimator. This estimator obtains partial channel information by exploiting LMMSE estimation and finds time-variant channel impulse responses by interpolating the channel information with the discrete orthonormal Legendre polynomials. Furthermore, we propose an iterative LMMSE estimation scheme to significantly improve channel estimation performance. By exploiting both detected information symbols and given pilot symbols as new pilot symbols, this scheme iteratively uses the proposed approximate LMMSE estimator to update channel estimates. Simulation results demonstrate the effectiveness and good performance of the proposed channel estimation schemes
Keywords :
Legendre polynomials; OFDM modulation; Wiener filters; channel estimation; filtering theory; least mean squares methods; time-varying channels; LMMSE channel estimator; OFDM systems; Wiener filtering; computational complexity; discrete orthonormal Legendre polynomials; doubly selective channel estimation; information symbol detection; linear minimum mean square error; orthogonal frequency division multiplexing; partial channel information; time-variant channel impulse response; Bandwidth; Channel estimation; Computational complexity; Fading; Frequency estimation; Mean square error methods; OFDM; Polynomials; Time domain analysis; Wiener filter;
Conference_Titel :
Signals, Systems and Computers, 2005. Conference Record of the Thirty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
1-4244-0131-3
DOI :
10.1109/ACSSC.2005.1599800