ICA Based Multiuser Detection of DS-CDMA using Differential Entropy Estimation in Rayleigh Fading Channel

被引:0
|
作者
Raja, G. Thavasi [1 ]
Reddy, Omkar [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Commun Engn, Tiruchirappalli 620015, Tamil Nadu, India
关键词
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暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes RADICAL Independent Component Analysis (ICA) algorithm for detection of DS-CDMA signals and also effect of fading on ICA based detection of DS-CDMA has been studied. ICA based technique is based on independence of source signals and these conditions are satisfied in multi-user CDMA environment. Combining an ICA element to conventional signal detection reduces multiple access interference (MAI) and enables a robust, computationally efficient structure. The proposed algorithm takes advantage of differential entropy estimation, spacing estimation and converges quickly. Rayleigh fading channel has been considered for simulations. Bit error rate simulations of this algorithm has been given for different number of users, SNR and compared with JADE algorithm. The results show that RADICAL algorithm performs best at separating the source signals from the mixed CDMA signals.
引用
收藏
页码:498 / 501
页数:4
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