Title :
Blind identification and equalization of CDMA time-varying dispersive channels in multipath-Doppler domain
Author :
Yulin, Liu ; Xiaojun, Jing ; Qicong, PENG
Author_Institution :
Sch. of Commun. & Inf. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
We have developed a discrete-time canonical model of CDMA time-varying (TV) channels based on canonical samples of the channel´s spreading function in the multipath-Doppler domain. With this model, we propose a new two-stage blind identification and equalization algorithm based on the second-order statistics (SOS) of the observations. The ideal single-input multi-output (SIMO) model is equivalent to an additive Gaussian noisy (AGN) SIMO model so as to cancel the error propagation effects of this two-stage method. Compared with the subspace method, this new algorithm needs much less computation of the input correlation of the equivalent multi-input single-output (MISO) model. Simulations demonstrate the effectiveness of the algorithm
Keywords :
Gaussian noise; blind equalisers; code division multiple access; discrete time systems; dispersive channels; fading channels; identification; mobile radio; multipath channels; statistical analysis; time-varying channels; CDMA; additive Gaussian noise; blind equalization; blind identification; discrete-time canonical model; dispersive channels; error propagation; fast fading; multi-input single-output; multipath-Doppler domain; second-order statistics; single-input multi-output; subspace method; time-varying channels; wireless mobile communications; Additive noise; Blind equalizers; Digital signal processing; Dispersion; Gaussian noise; Multiaccess communication; Signal processing algorithms; Statistics; Time varying systems; Time-varying channels;
Conference_Titel :
Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on
Conference_Location :
Beijing
Print_ISBN :
0-7803-7010-4
DOI :
10.1109/ICII.2001.983622