Title :
Large system performance of second-order linear multistage CDMA receivers
Author :
Trichard, Louis G F ; Evans, Jamie S. ; Collings, Iain B.
Author_Institution :
Graduate Sch. of Eng., Yokohama Nat. Univ., Japan
fDate :
5/1/2003 12:00:00 AM
Abstract :
We analyze the performance of a second-order linear multistage multiuser code-division multiple-access receiver. The receiver´s filtered output is designed to converge to that of the linear minimum mean-squared error solution as the number of stages increase. Our analysis is based on a related second-order stationary iterative solution method. We derive the large system output signal to interference-plus-noise ratio for each stage. We use this result to perform a numerical optimization with respect to the two second-order parameters of our receiver. Within this iterative framework, we can achieve performance extremely close to the optimal linear multistage multiuser receiver.
Keywords :
code division multiple access; least mean squares methods; multiuser channels; optimisation; radio receivers; radiofrequency interference; spread spectrum communication; DS-CDMA; MMSE; code-division multiple access; direct sequence code-division multiple-access; large system performance; linear minimum mean-squared error solution; numerical optimization; optimal linear multistage multiuser receiver; second-order linear multistage CDMA receivers; second-order parameters; second-order stationary iterative solution; signal to interference-plus-noise ratio; Computational efficiency; Interference; Iterative methods; Laboratories; Maximum likelihood detection; Multiaccess communication; Multiuser detection; Nonlinear filters; Performance analysis; System performance;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2003.811191