DocumentCode
2822277
Title
Iterative Channel Estimation with Moving Average Filter in OFDM Packet Transmission System
Author
Im, Se Bin ; Choi, Hyung Jin ; Yoon, Byung Ho
Author_Institution
Sch. of Inf. & Commun. Eng., Sung Kyun Kwan Univ.
fYear
2006
fDate
Aug. 2006
Firstpage
1
Lastpage
5
Abstract
In this paper, we propose a computationally efficient iterative channel estimation algorithm for orthogonal frequency division multiplexing (OFDM) systems. The minimum mean square error (MMSE) algorithm known for optimal channel estimation or the iterative maximum a-posteriori (MAP) channel estimation algorithm has an excellent performance but their complexities are very high because of the calculation of inverse matrix and covariance matrix. On the other hand, the discrete Fourier transform (DFT)-based channel estimation algorithm is inferior to MMSE algorithm but it has the advantage of a relatively low complexity. We particularly focus on improving this DFT-based estimator by combing in iterative channel update with turbo decoding. The proposed algorithm uses a novel moving average filter in order to minimize the estimation error of the updated channel. Simulation results show that the proposed algorithm gives better performance compared with the original DFT-based algorithm
Keywords
OFDM modulation; channel estimation; covariance matrices; discrete Fourier transforms; filtering theory; iterative decoding; least mean squares methods; matrix inversion; maximum likelihood decoding; maximum likelihood estimation; moving average processes; turbo codes; DFT; MAP iterative channel estimation; MMSE; OFDM packet transmission system; covariance matrix; discrete Fourier transform; inverse matrix; minimum mean square error algorithm; moving average filter; orthogonal frequency division multiplexing; turbo decoding; Channel estimation; Covariance matrix; Discrete Fourier transforms; Estimation error; Filters; Iterative algorithms; Iterative decoding; Maximum a posteriori estimation; Mean square error methods; OFDM;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, 2006. APCC '06. Asia-Pacific Conference on
Conference_Location
Busan
Print_ISBN
1-4244-0574-2
Electronic_ISBN
1-4244-0574-2
Type
conf
DOI
10.1109/APCC.2006.255831
Filename
4023136
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