Title :
Linear finite memory-length multiuser detectors
Author :
Juntti, Markku J. ; Aazhang, Behnaam
Author_Institution :
Telecommun. Lab., Oulu Univ., Finland
Abstract :
Decorrelating, LMMSE, and the noise-whitening multiuser detectors for code division multiple access (CDMA) are ideally infinite memory length (IIR) detectors. To obtain more practical and robust systems linear finite memory-length (FIR) multiuser detectors are studied. They are obtained by truncating the IIR detectors or by finding optimal FIR detectors. The optimal FIR detectors are shown to equal asymptotically the truncated detectors under mild conditions. The stable truncated decorrelating (or LMMSE) detector is shown to be near-far resistant, if the received powers are upper bounded, and if the memory-length is large enough (but finite). Numerical examples demonstrate that moderate memory-lengths are sufficient to obtain the performance of the IIR detectors even with severe near-far problem
Keywords :
FIR filters; IIR filters; code division multiple access; correlation methods; filtering theory; signal detection; CDMA; FIR multiuser detectors; IIR multiuser detectors; LMMSE; code division multiple access; decorrelating multiuser detectors; infinite memory length detectors; linear finite memory length multiuser detectors; near-far problem; near-far resistant detector; noise whitening multiuser detectors; received powers; stable truncated decorrelating detector; upper bounded; Code division multiaccess; Decorrelation; FIR digital filters; Filtering; IIR digital filters; Signal detection;
Conference_Titel :
Global Telecommunications Conference, 1995. Conference record. Communication Theory Mini-Conference, GLOBECOM '95., IEEE
Print_ISBN :
0-7803-2509-5
DOI :
10.1109/CTMC.1995.502945