Performance of a novel evolutionary genetic-based multi-user detector for multi-carrier CDMA communication systems

被引:3
|
作者
Huang, Yung-Fa [1 ]
Tan, Tan-Hsu [2 ]
Cheng, Chia-Hsin [3 ]
Lai, Wei-Chen [2 ]
Chen, Hsing-Chung [4 ,5 ]
机构
[1] Chaoyang Univ Technol, Dept Informat & Commun Engn, Taichung, Taiwan
[2] Natl Taipei Univ Technol, Dept Elect Engn, Taipei, Taiwan
[3] Natl Formosa Univ, Dept Elect Engn, Huwei, Taiwan
[4] Asia Univ, Dept Comp Sci & Informat Engn, Taichung, Taiwan
[5] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, Taiwan
关键词
MC-CDMA; Multi-user detection; Genetic algorithm; Forcing mutation evolutionary; Parallel interference cancellation; ALGORITHM;
D O I
10.1007/s00500-015-1838-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we investigate the performance of a modified evolutionary multi-user detector (MUD) in multi-carrier direct-sequence code-division multiple-access (MC-CDMA) communication systems over frequency-selective fading channels. The genetic algorithm (GA), which tries to reduce the complexity in optimal detection due to greedy exhausted searching, performs using the adequate sub-optimal multi-user detector for MC-CDMA systems. In this paper, we propose a forcing mutation scheme for the genetic algorithm (GA) to perform a forcing mutation evolutionary multi-user detector (FME-MUD) and to largely reduce computational complexity. Simulation results show that with six generations, the proposed FME-MUD scheme outperforms the conventional GA-MUD, especially at heavy system loads.
引用
收藏
页码:1031 / 1039
页数:9
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