DocumentCode :
436619
Title :
A novel adaptive channel estimation method in WCDMA system based on weighed least squares
Author :
Xiaofei, Zhang ; Dazhuan, Xu ; Bei, Yang
Author_Institution :
Dept. of Electron. Eng., Nanjing Univ. of Aeronaut. & Astronaut., China
Volume :
2
fYear :
2004
fDate :
31 Aug.-4 Sept. 2004
Firstpage :
1699
Abstract :
Rayleigh fading channel estimation using time multiplexed pilot symbols in WCDMA system is considered. The WCDMA uplink signal model is established. Considering that channel parameter estimation in the pilot symbols which are far away from or near to data symbols have different effects on channel parameter of data symbols, weighted least square method is proposed to estimate channel parameter of data symbols. A novel adaptive channel estimation method based on weighted least squares (AWLS) is presented in this paper to meet simultaneously the needs of high speed, low speed, medium speed and varying-speed and the weighed combination function is introduced to solve this problem. Weight factor is determined by channel changing rate or maximum Doppler frequency. The method of the channel changing rate estimation is proposed in this paper and it has many advantages, such as small calculation and robust characteristic. The simulation results reveal that AWLS can track and estimate channel parameter of data symbol and RAKE receiver with AWLS method can perform well under high speed, medium speed, low mobile speed and varying-speed.
Keywords :
Rayleigh channels; adaptive estimation; broadband networks; channel estimation; code division multiple access; error statistics; least squares approximations; radio links; radio receivers; AWLS method; BER; RAKE receiver; Rayleigh fading channel estimation; WCDMA uplink signal model; adaptive channel estimation method; bit error rate; channel changing rate; channel parameter estimation; maximum Doppler frequency; time multiplexed pilot symbol; weight factor; weighted least square method; Channel estimation; Fading; Least squares approximation; Least squares methods; Multiaccess communication; Quadrature phase shift keying; Robustness; Signal analysis; Spread spectrum communication; Wiener filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
Type :
conf
DOI :
10.1109/ICOSP.2004.1441661
Filename :
1441661
Link To Document :
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