Title :
Robust pilot-symbol-aided MIMO channel estimation and prediction
Author :
Luo, Zhendong ; Gao, Hong ; Liu, Yuanan ; Gao, Jinchun
Author_Institution :
Wireless Res. Center, Beijing Univ. of Posts & Telecommun., China
fDate :
29 Nov.-3 Dec. 2004
Abstract :
We investigate robust pilot-symbol-aided channel estimation and prediction for multiple-input multiple-output (MIMO) systems in fast fading environments. First, we derive the design criteria of the optimal pilot blocks for energy, power and bandwidth-limited systems, respectively. Then, in order to exploit channel time correlation sufficiently, we propose a robust minimum mean square error (MMSE) channel estimator. By simply adjusting some parameters, the MMSE estimator can work as an estimator and a predictor simultaneously. Finally, simulation results show the proposed MMSE estimator, with a little additional complexity, is considerably insensitive to channel statistics and significantly outperforms conventional estimators in fast fading environments.
Keywords :
MIMO systems; channel estimation; computational complexity; fading channels; least mean squares methods; prediction theory; MMSE estimator; bandwidth-limited systems; channel statistics; channel time correlation; complexity; energy-limited systems; fast fading environments; minimum mean square error estimator; multiple-input multiple-output systems; optimal pilot blocks; pilot-symbol-aided MIMO channel estimation; pilot-symbol-aided MIMO channel prediction; power-limited systems; Channel estimation; Fading; MIMO; Parameter estimation; Receiving antennas; Robustness; Statistics; Transmitters; Transmitting antennas; Wireless communication;
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
DOI :
10.1109/GLOCOM.2004.1379049