Title :
A novel decision-directed channel estimator for OFDM systems
Author :
Zhang, Jiankang ; Chen, Enqing ; Mu, Xiaomin ; Yang, Shouyi
Author_Institution :
Inf. Eng. Sch., Zhengzhou Univ., Zhengzhou
Abstract :
Existing DD estimators in OFDM systems do not appropriately reduce the influence brought by incorrect decision, and hence suffer from error propagation. In order to mitigate the error propagation in DD channel estimation, a novel DD channel estimator based on recursive linear minimum mean-square error (LMMSE) is proposed. The algorithm takes the error vector of previous channel state information (CSI) estimation as new information for the current CSI estimation, then calculates the desired correction that the new information brings to the current CSI estimation according to the orthogonality principle and corrects the current CSI estimation with this correction term, thereby the effect induced by incorrect decision can be reduced. Analysis and simulation results have shown that the performance of the proposed algorithm is much better than the conventional DD channel estimation, and close to the optimal LMMSE estimator.
Keywords :
OFDM modulation; channel estimation; least mean squares methods; recursive estimation; OFDM systems; channel state information estimation; decision-directed channel estimator; error propagation mitigation; orthogonal frequency division multiplexing; recursive linear minimum mean-square error; Algorithm design and analysis; Analytical models; Channel estimation; Channel state information; Error correction; OFDM; Performance analysis; Recursive estimation; State estimation; Vectors; channel estimation; decision-directed; recursive LMMSE; training symbols;
Conference_Titel :
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2178-7
Electronic_ISBN :
978-1-4244-2179-4
DOI :
10.1109/ICOSP.2008.4697486