- Turkish Journal of Electrical Engineering and Computer Science
- Vol: 22 Issue: 6
- Multiuser detection using soft particle swarm optimization along with radial basis function
Multiuser detection using soft particle swarm optimization along with radial basis function
Authors : Muhammad Zubair, Muhammad Aamer Saleem Choudhry, Ijaz Mansoor Qureshi
Pages : 1476-1483
Doi:10.3906/elk-1206-108
View : 5 | Download : 1
Publication Date : 9999-12-31
Article Type : Makaleler
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