Multiuser detection using soft particle swarm optimization along with radial basis function

Authors

MUHAMMAD ZUBAIR
MUHAMMAD AAMER SALEEM CHOUDHRY
IJAZ MANSOOR QURESHI

DOI

10.3906/elk-1206-108

Abstract

The multiuser detection (MUD) problem was addressed as a pattern classification problem. Due to their strength in solving nonlinear separable problems, radial basis functions, aided by soft particle swarm optimization, were proposed to perform MUD for a synchronous direct sequence code division multiple access system. The proposed solution was shown to exhibit performance better than a number of other suboptimum detectors including the genetic algorithm and the classical particle swarm optimization algorithm.

Keywords

Multiuser detection, radial basis functions, soft particle swarm optimization, DS-CDMA

First Page

1476

Last Page

1483

Recommended Citation

ZUBAIR, MUHAMMAD; CHOUDHRY, MUHAMMAD AAMER SALEEM; and QURESHI, IJAZ MANSOOR (2014) "Multiuser detection using soft particle swarm optimization along with radial basis function," Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 22: No. 6, Article 7. https://doi.org/10.3906/elk-1206-108
Available at: https://journals.tubitak.gov.tr/elektrik/vol22/iss6/7