Application of fuzzy logic for adaptive interference canceller in CDMA systems

被引:0
作者
Huang, Yung-Fa [1 ]
Ting, Ping-Ho [2 ]
Tan, Tan-Hsu [3 ]
机构
[1] Chaoyang Univ Technol, Grad Inst Networking Commun Engn, Taichung 41349, Taiwan
[2] Tunghai Univ, Dept Hosp Management, Taichung, Taiwan
[3] Natl Taipei Univ Technol, Dept Elect Engn, Taipei, Taiwan
来源
NEW TRENDS IN APPLIED ARTIFICIAL INTELLIGENCE, PROCEEDINGS | 2007年 / 4570卷
关键词
DS-CDMA; multiuser detection; parallel interference cancellation (PIC); fuzzy logic system (FLS);
D O I
暂无
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, the performance of the proposed fuzzy logic parallel interference cancellation (FLPIC) multiuser detector is evaluated for frequency-selective fading channels in wireless CDMA communication systems. A modified fuzzy logic system (FLS) with an adequate scaling factor (SF) is proposed to infer adequate partial factors (PFs) for the PIC scheme. Simulation results show that the proposed FLS can adapt to the large variations of users' fading effects. Therefore, the FLPIC outperforms the conventional PIC (CPIC) and constant weight PIC (CWPIC) over two-path and three-path time-varying frequency-selective fading channels especially at heavy system load in DS-CDMA systems.
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页码:166 / +
页数:3
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