Multiuser detection ford DS-CDMA systems using evolutionary programming

被引:26
|
作者
Lim, HS [1 ]
Rao, MVC [1 ]
Tan, AWC [1 ]
Chuah, HI [1 ]
机构
[1] Multimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, Malaysia
关键词
code-division multiple access (CDMA); evolutionary programming; multiuser detection;
D O I
10.1109/LCOMM.2002.808372
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This letter introduces a new multiuser detection scheme which uses evolutionary programming (EP) to detect the user bits based on the maximum-likelihood decision rule. The major advantage of the proposed detector is that it has a lower computational complexity compared to other popular evolutionary-algorithm-based detectors. The simulation results show that the EP has always converged to the optimum solution with a small number of generations. The simulated average computational time performance demonstrates that this approach achieves practical ML performance with polynomial complexity in the number of users.
引用
收藏
页码:101 / 103
页数:3
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