Title :
Asymptotic performance of subspace methods for synchronous multirate CDMA systems
Author_Institution :
Dept. of Electr. Eng., California Univ., Riverside, CA, USA
fDate :
8/1/2002 12:00:00 AM
Abstract :
Two direct sequence (DS) code division multiple access (CDMA) multirate access methods with a fixed chip rate can be employed to support multirate services: multicode (MC) access and multiple processing gain (MPG) access. In either an MC or an MPG multirate CDMA system, severe intersymbol interference (ISI) may exist due to large channel delay spread relative to the symbol interval. We generalize the blind subspace technique to such a multirate CDMA system in order to estimate possibly long channel impulse response of a desired user. Then, we build a blind minimum mean-square-error (MMSE) detector to detect the user´s information. The detection performance can be significantly improved by suppressing ISI, which becomes feasible after the user´s channel parameters are estimated. The asymptotic performance of the channel estimator and the detector is analyzed. In particular, for typical distributions of the inputs and channel noise, closed-form expressions for the channel estimation error and the output signal-to-interference-plus-noise ratio (SINR) of the detector are derived as functions of the number of received data samples and system parameters. Simulation results are provided to verify our analysis
Keywords :
code division multiple access; delays; interference suppression; intersymbol interference; land mobile radio; least mean squares methods; mean square error methods; multipath channels; multiuser channels; noise; parameter estimation; signal detection; spread spectrum communication; DS-CDMA; IMT-2000; ISI suppression; MMSE detector; asymptotic performance; blind minimum mean-square-error detector; blind subspace technique; channel delay spread; channel noise; channel parameters estimation; closed-form expressions; detection performance; direct sequence code division multiple access; distributions; fixed chip rate; intersymbol interference; long channel impulse response; multicode access; multipath environment; multiple processing gain; multirate access methods; multirate services; output SINR; signal-to-interference-plus-noise ratio; simulation results; subspace methods; symbol interval; synchronous multirate CDMA systems; wireless communication systems; Analytical models; Channel estimation; Closed-form solution; Delay; Detectors; Intersymbol interference; Multiaccess communication; Parameter estimation; Performance analysis; Signal to noise ratio;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.800383