Title :
An improved adaptive MMSE algorithm for multirate multiuser detection in WCDMA systems
Author :
Du, Qinghe ; Zhu, Shihua ; Ren, Pinyi
Author_Institution :
Dept. of Inf. & Commun. Eng., Xi´´an Jiaotong Univ., China
Abstract :
In this paper, we discuss multiuser detection based on wideband code division multiple access (WCDMA) protocols. Multirate transmission and spreading method of WCDMA systems introduce a problem that characteristics of multiple access interference (MAI) change periodically. General adaptive algorithms will not work in that situation. An improved adaptive minimum mean-squared error (MMSE) multiuser detection algorithm is proposed to solve the problem. During our processing procedures, output vector sequence, which is cyclostationary, of matched filter is divided into several stationary vector sequences by down sampling. Then we respectively process those sequences using a bank of adaptive transversal filters using least-mean-square (LMS) algorithm. The improved algorithm is analyzed under FDD mode of WCDMA protocols, in which S(2) short scrambling codes are applied. Simulation result shows that improved multiuser detection algorithm solves multirate problems well and effectively suppresses MAI under AWGN channels and multipath time-varying channels according to IMT-2000 Vehicular Model A. The improved adaptive MMSE algorithm has better performance than conventional detector and improved constant modulus algorithm using the same thinking.
Keywords :
3G mobile communication; AWGN channels; access protocols; adaptive filters; channel bank filters; code division multiple access; frequency division multiplexing; least mean squares methods; matched filters; multipath channels; multiuser detection; radiofrequency interference; time-varying channels; transversal filters; AWGN channel; FDD; IMT-2000; WCDMA system; adaptive MMSE algorithm; adaptive minimum mean-squared error; adaptive transversal filters bank; cyclostationary; down sampling; least-mean-square algorithm; matched filter; multipath time-varying channel; multiple access interference; multirate multiuser detection; multirate transmission; output vector sequence; short scrambling code; spreading method; stationary vector sequence; wideband code division multiple access protocol; Access protocols; Adaptive algorithm; Change detection algorithms; Matched filters; Multiaccess communication; Multiple access interference; Multiuser detection; Sampling methods; Transversal filters; Wideband;
Conference_Titel :
Emerging Technologies: Frontiers of Mobile and Wireless Communication, 2004. Proceedings of the IEEE 6th Circuits and Systems Symposium on
Print_ISBN :
0-7803-7938-1
DOI :
10.1109/CASSET.2004.1322986