Title :
Blind channel and linear MMSE receiver determination in DS-CDMA systems
Author :
Ghauri, Irfan ; Slock, Dirk T M
Author_Institution :
Inst. Eurecom, Sophia Antipolis, France
Abstract :
We consider p users in a DS-CDMA system operating asynchronously in a multipath environment. Oversampling w.r.t. the chip rate is applied to the cyclostationary received signal and multi-antenna reception is considered, leading to a linear multichannel model. Channels for different users are considered to be FIR and of possibly different lengths. We consider an individualized linear MMSE receiver for a given user, exploiting its spreading sequence and timing information. The blind determination of the receiver boils down to the blind channel identification. We explore blind channel identifiability requirements. Sufficiency of these requirements is established and it is shown that if zero-forcing conditions can be satisfied, then the CDMA channel (and hence the receiver) is identifiable with probability 1. It is also shown that linear MMSE receivers obtained by different criteria (including a new one) have the same identifiability requirements asymptotically in SNR
Keywords :
Gaussian noise; code division multiple access; identification; least mean squares methods; multipath channels; multiuser channels; probability; radio receivers; signal sampling; spread spectrum communication; timing; CDMA channel; DS-CDMA systems; FIR channels; SNR; additive Gaussian noise; blind channel identification; blind determination; chip rate; cyclostationary received signal; linear MMSE receiver; linear multichannel model; linear multipath channel; multi-antenna reception; multipath environment; oversampling; probability; spreading sequence; timing information; zero-forcing conditions; Constraint optimization; Convolution; Data models; Delay estimation; Ear; Finite impulse response filter; Matched filters; Multiaccess communication; Multipath channels; Receiving antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.761299