DocumentCode :
2031390
Title :
OFDM high speed channel complex gains estimation using Kalman filter and QR-detector
Author :
Hijazi, Hussein ; Ros, Laurent
Author_Institution :
Dept. Image Signal, GIPSA-Lab., St. Martin d´´Heres, France
fYear :
2008
fDate :
21-24 Oct. 2008
Firstpage :
26
Lastpage :
30
Abstract :
This paper deals with the case of a high speed mobile receiver operating in an orthogonal-frequency-division-multiplexing (OFDM) communication system. Assuming the knowledge of delay-related information, we propose an iterative algorithm for joint multi-path Rayleigh channel complex gains and data recovery in fast fading environments. Each complex gain time-variation, within one OFDM symbol, is approximated by a polynomial representation. Based on the Jakes process, an auto-regressive (AR) model of the polynomial coefficients dynamics is built, making it possible to employ the Kalman filter estimator for the polynomial coefficients. Hence, the channel matrix is easily computed, and the data symbol is estimated with free inter-sub-carrier-interference (ICI) thanks to the use of a QR-decomposition of the channel matrix. Our claims are supported by theoretical analysis and simulation results, which are obtained considering Jakes¿ channels with high Doppler spreads.
Keywords :
Kalman filters; OFDM modulation; Rayleigh channels; autoregressive processes; channel estimation; intercarrier interference; iterative methods; matrix decomposition; multipath channels; polynomial approximation; radio receivers; signal detection; Jakes process; Kalman filter; OFDM communication system; QR-detector; auto-regressive model; channel estimation; channel matrix decomposition; inter-subcarrier-interference; iterative algorithm; mobile receiver; multipath Rayleigh fading channel; orthogonal-frequency-division-multiplexing system; polynomial representation; Analytical models; Communication systems; Computational modeling; Delay estimation; Iterative algorithms; Mathematical model; Matrix decomposition; OFDM; Polynomials; Rayleigh channels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems. 2008. ISWCS '08. IEEE International Symposium on
Conference_Location :
Reykjavik
Print_ISBN :
978-1-4244-2488-7
Electronic_ISBN :
978-1-4244-2489-4
Type :
conf
DOI :
10.1109/ISWCS.2008.4726011
Filename :
4726011
Link To Document :
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