Title :
LMMSE detection for DS-CDMA systems in fading channels
Author :
Latva-aho, Matti ; Juntti, Markku J.
Author_Institution :
Centre for Wireless Commun., Oulu Univ., Finland
fDate :
2/1/2000 12:00:00 AM
Abstract :
The linear minimum mean-squared-error (LMMSE) criterion can be used to obtain near-far resistant receivers in direct-sequence code-division multiple-access systems. The standard version of the LMMSE receiver (postcombining LMMSE) minimizes the mean-squared error between the filter output and the true transmitted data sequence. Since the detector depends on the channel coefficients of all users, it cannot be implemented adaptively in fading channels due to severe tracking problems. A modified criterion for deriving LMMSE receivers (precombining LMMSE) in fading channels is presented. The precombining LMMSE receiver is independent of the users´ complex channel coefficients, and it effectively converts the time-varying Rayleigh fading channel to an equivalent fixed additive white Gaussian noise channel from the point of view of updating the detector. The performance of the LMMSE receivers in fading channels is studied via computer simulations and numerical analysis. The results show that the postcombining LMMSE receiver has potentially larger capacity, but it cannot be used in fast fading channels. The precombining LMMSE receiver has slightly worse capacity than the postcombining LMMSE receiver, but remarkably larger capacity than the conventional RAKE receiver at the signal-to-noise ratios of practical interest
Keywords :
AWGN channels; Rayleigh channels; code division multiple access; land mobile radio; least mean squares methods; multiuser channels; phase shift keying; radio links; radio receivers; spread spectrum communication; AWGN channel; BPSK; DS-CDMA systems; LMMSE detection; RAKE receiver; SNR; additive white Gaussian noise channel; channel coefficients; computer simulations; direct-sequence code-division multiple-access; down link; fast fading channels; filter output; linear minimum mean-squared-error; mean-squared error; near-far resistant receivers; numerical analysis; postcombining LMMSE receiver; precombining LMMSE receiver; signal-to-noise ratio; time-varying Rayleigh fading channel; tracking problems; transmitted data sequence; Additive white noise; Computer simulation; Detectors; Fading; Filters; Multiaccess communication; Multipath channels; Numerical analysis; RAKE receivers; Signal to noise ratio;
Journal_Title :
Communications, IEEE Transactions on