Title :
Improved blind channel estimation method with Toeplitz displacement for long code DS-CDMA
Author :
Yu, Qian ; Zhang, Gaonan ; Bi, Guoan
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper proposes an improved blind channel estimation scheme for long code DS-CDMA systems with multipath fading channel. We first exploit the statistical properties of the autocorrelation matrix obtained from the received signal after matched filtering. Then the Toeplitz displacement method is applied to the autocorrelation matrix to remove the effects of channel noise and interference before the correlation matching approach is adopted to estimate the channel parameters. The method requires only the knowledge of the desired spreading code and its properties. Simulation results show that the proposed method can achieve a better MSE performance and be more robust against the near-far problem.
Keywords :
Toeplitz matrices; channel estimation; code division multiple access; correlation theory; fading channels; interference suppression; matched filters; mean square error methods; multipath channels; spread spectrum communication; statistical analysis; MSE performance; Toeplitz displacement; autocorrelation matrix; blind channel estimation; channel noise removal; interference removal; long code DS-CDMA; matched filtering; multipath fading channel; near-far problem; spreading code; statistical properties; Additive noise; Autocorrelation; Blind equalizers; Interference; Multiaccess communication; Multipath channels; Noise cancellation; Noise robustness; Shape; Signal processing;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2003. SPAWC 2003. 4th IEEE Workshop on
Print_ISBN :
0-7803-7858-X
DOI :
10.1109/SPAWC.2003.1318955