DocumentCode :
492118
Title :
OFDM channel estimation Algorithm based on Frequency-Selective and Time-Varying Channels
Author :
Yan-bo, Tang ; Wan-cheng, Ge
Author_Institution :
Electron. & Inf. Eng., Tongji Univ., Shanghai
fYear :
2008
fDate :
21-22 Dec. 2008
Firstpage :
204
Lastpage :
207
Abstract :
Channel estimation based on comb-type pilot pattern has a good performance in frequency-selective channels with the help of MMSE algorithm. But MMSE is too complex for practical implementation and its performance deteriorates rapidly in time-varying channels due to extremely Doppler effects. In this paper, we present an optimized Kalman filter algorithm, which performs iteration operations within separate symbols. Optimized pilot matrices have been posted, where pilots in the special sub-carrier were inserted into rectangle pilot matrices. The modified Kalman filter estimation in the special sub-carrier refines estimation in other pilot sub-carriers. We also propose a low-pass-filter interpolation and FFT transform in time domain and frequency domain respectively. This three-step solution offers a better performance than that of MMSE algorithm. Compared with conventional Kalman estimator the proposed estimator has higher spectral efficiency, while its performance is comparable.
Keywords :
Kalman filters; OFDM modulation; channel estimation; fast Fourier transforms; iterative methods; least mean squares methods; low-pass filters; time-varying channels; Doppler effects; FFT transform; Kalman estimator; Kalman filter; MMSE algorithm; OFDM; channel estimation algorithm; comb-type pilot pattern; frequency-selective channels; iteration operations; low-pass-filter interpolation; pilot matrices; pilot subcarriers; spectral efficiency; time-varying channels; 4G mobile communication; AWGN; Channel estimation; Demodulation; Frequency domain analysis; Frequency estimation; Interpolation; Kalman filters; OFDM; Time-varying channels; Channel estimation; Frequency-Selective; Interpolation; Kalman Filter; Orthogonal frequency division multiplexing (OFDM); Time-Varying;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3530-2
Electronic_ISBN :
978-1-4244-3531-9
Type :
conf
DOI :
10.1109/KAMW.2008.4810461
Filename :
4810461
Link To Document :
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