DocumentCode :
762763
Title :
Fast Time-Varying Dispersive Channel Estimation and Equalization for an 8-PSK Cellular System
Author :
Leong, Sang-Yick ; Wu, Jingxian ; Xiao, Chengshan ; Olivier, Jan C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Missouri, Columbia, MO
Volume :
55
Issue :
5
fYear :
2006
Firstpage :
1493
Lastpage :
1502
Abstract :
In this paper, a novel channel-estimation scheme for an 8-PSK enhanced data rates for GSM evolution (EDGE) system with fast time-varying and frequency-selective fading channels is presented. Via a mathematical derivation and simulation results, the channel impulse response (CIR) of the fast fading channel is modeled as a linear function of time during a radio burst in the EDGE system. Therefore, a least-squares-based method is proposed along with the modified burst structure for time-varying channel estimation. Given that the pilot-symbol blocks are located at the front and the end of the data block, the LS-based method is able to estimate the parameters of the time-varying CIR accurately using a linear interpolation. The proposed time-varying estimation algorithm does not cause an error floor that existed in the adaptive algorithms due to a nonideal channel tracking. Besides, the time-varying CIR in the EDGE system is not in its minimum-phase form, as is required for low-complexity reduced-state equalization methods. In order to maintain a good system performance, a Cholesky-decomposition method is introduced in front of the reduced-state equalizer to transform the time-varying CIR into its minimum-phase equivalent form. Via simulation results, it is shown that the proposed algorithm is very well suited for the time-varying channel estimation and equalization, and a good bit-error-rate performance is achieved even at high Doppler frequencies up to 300 Hz with a low complexity
Keywords :
cellular radio; channel estimation; dispersive channels; equalisers; error statistics; fading channels; interpolation; least squares approximations; phase shift keying; time-varying channels; transient response; 300 Hz; 8-PSK cellular system equalization; 8-PSK enhanced data rates; Cholesky-decomposition method; Doppler frequencies; EDGE system; GSM evolution; adaptive algorithms; bit-error-rate performance; channel impulse response; error floor; fast frequency-selective fading channel; fast time-varying dispersive channel estimation; least-squares-based method; linear interpolation; linear time function; low-complexity reduced-state equalization method; mathematical derivation; minimum-phase equivalent form; modified burst structure; nonideal channel tracking; parameter estimation; pilot-symbol blocks; radio burst; time-varying CIR; Channel estimation; Dispersion; Frequency estimation; Frequency-selective fading channels; GSM; Interpolation; Mathematical model; Parameter estimation; Time varying systems; Time-varying channels; Channel estimation; fast time-varying fading; frequency-selective fading;
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2006.877465
Filename :
1703952
Link To Document :
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