Title :
Blind channel estimation for CDMA systems: an induced cyclostationarity approach
Author :
Hachem, W. ; Desbouvries, F. ; Loubaton, Ph
Author_Institution :
Inst. Nat. des Telecommun., Evry, France
Abstract :
The previously introduced transmitter induced cyclostationarity (TIC) techniques are applied to the CDMA uplink blind identification problem. In the proposed transmission model, the spreading code vectors are periodic, each user having a period of his own. As a consequence, a cyclic covariance function is associated to each user. This function generates a structured signal subspace which depends only on the transfer function of this user. The approach leads to clear and mild identifiability conditions. An identification algorithm is described and its theoretical asymptotic performance is presented. Simulations and comparisons with the existing stationary subspace techniques are provided. The algorithm is particularly adapted to systems where the number of users is close to the spreading factor
Keywords :
MIMO systems; code division multiple access; dispersive channels; identification; land mobile radio; multiuser channels; parameter estimation; radio links; radio transmitters; spread spectrum communication; statistical analysis; CDMA systems; CDMA uplink blind identification; DS-CDMA; asymptotic performance; asymptotic statistical analysis; blind channel estimation; cyclic covariance function; dispersive medium; identifiability conditions; identification algorithm; periodic spreading code vectors; simulations; spreading factor; stationary MIMO model; stationary subspace techniques; structured signal subspace; transfer function; transmission model; transmitter induced cyclostationarity; Blind equalizers; Channel estimation; Detection algorithms; Dispersion; Filters; Multiaccess communication; Signal generators; Statistics; Transfer functions; Transmitters;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.860938