Title :
A computationally efficient decorrelator for multibeam antennas using an iterative method with fast correlation in DS-CDMA systems
Author :
Im, Sungbin ; Kim, Eunsung ; Shin, Yoan
Author_Institution :
Sch. of Electron. Eng., Soongsil Univ., Seoul, South Korea
Abstract :
We present a fast method of reducing the computational complexity of a decorrelator, which is one of the suboptimal methods for eliminating multiple access interference (MAI) in direct sequence-code division multiple access (DS-CDMA) systems. The proposed approach rests upon the following: (1) incorporating a multibeam antenna to partially suppress the MAI, (2) an iterative method to obtain decorrelated signals rather than direct inversion of a correlation matrix of user codes, and (3) the FFT-based fast correlation for the multiplication of the correlation matrix and signal vector, exploiting the structural properties of the correlation matrix. The proposed decorrelator has a lower computational complexity than the conventional ones. Furthermore, the simulation results show that the proposed decorrelator achieves the same performance as the conventional decorrelators in terms of the bit error rate
Keywords :
code division multiple access; computational complexity; correlation methods; decorrelation; error statistics; fast Fourier transforms; interference suppression; iterative methods; land mobile radio; matrix multiplication; multibeam antennas; radiofrequency interference; spread spectrum communication; BER; DS-CDMA systems; FFT-based fast correlation; bit error rate; computational complexity reduction; computationally efficient decorrelator; correlation matrix matrix; decorrelated signals; direct sequence-code division multiple access; fast correlation; interference suppression; iterative method; multibeam antennas; multiple access interference elimination; signal vector; simulation results; suboptimal methods; wireless mobile communications; Antenna accessories; Computational complexity; Decorrelation; Detectors; Iterative methods; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Multiple access interference; Signal detection;
Conference_Titel :
Vehicular Technology Conference, 1999 IEEE 49th
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-5565-2
DOI :
10.1109/VETEC.1999.780545