DocumentCode
961461
Title
Iterative frequency-domain channel estimation and equalization for single-carrier transmissions without cyclic-prefix
Author
Liu, Hong ; Schniter, Philip
Author_Institution
Dept. of Electr. & Comput. Eng., Ohio State Univ., Columbus, OH
Volume
7
Issue
10
fYear
2008
fDate
10/1/2008 12:00:00 AM
Firstpage
3686
Lastpage
3691
Abstract
Compared to conventional time-domain equalization, frequency-domain equalization (FDE) presents a computationally efficient alternative for the reception of single carrier (SC) transmissions. In this paper, we consider iterative FDE (IFDE) with explicit frequency-domain channel estimation (FDCE) for non-cyclic-prefixed SC systems. First, an improved IFDE algorithm is presented based on soft iterative interference cancellation. Second, a new adaptive FDCE (AFDCE) algorithm based on per-tone Kalman filtering is proposed to track and predict the frequency-domain channel coefficients. The AFDCE algorithm employs across-tone noise reduction, exploits temporal correlation between successive blocks, and adaptively updates the auto-regressive model coefficients, bypassing the need for prior knowledge of channel statistics. Finally, block-overlapping is used to facilitate the joint operation of IFDE and AFDCE. Simulation results show that, compared to related IFDE and adaptive channel estimation schemes, the proposed schemes offer lower mean-square error (MSE) in channel prediction, lower bit error rate (BER) after decoding, and robustness to non-stationary channels.
Keywords
adaptive Kalman filters; adaptive equalisers; adaptive estimation; autoregressive processes; channel coding; channel estimation; correlation methods; error statistics; frequency-domain analysis; interference suppression; iterative decoding; mean square error methods; across-tone noise reduction; adaptive FDCE algorithm; auto-regressive model; bit error rate; block-overlapping; channel equalization; decoding; iterative frequency-domain channel estimation; mean-square error; noncyclic-prefixed SC systems; per-tone Kalman filtering; single-carrier transmissions; soft iterative interference cancellation; temporal correlation; Adaptive filters; Bit error rate; Channel estimation; Filtering algorithms; Interference cancellation; Iterative algorithms; Kalman filters; Noise reduction; Statistics; Time domain analysis; Iterative frequency-domain equalization, frequency-domain channel estimation, Kalman filter, MMSE, single carrier, time-varying frequency-selective channels;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/T-WC.2008.070371
Filename
4657311
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