A CDMA signal receiver based on LS-SVM

被引：0

作者：

Fan Xiaogang ^{[1
]}

Li Lei ^{[1
]}

Chen Xiao ^{[1
]}

机构：

[1] Nanjing Univ Posts & Telecommun, Inst Automatizat, Nanjing 210003, Jiangsu, Peoples R China

来源：

PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4 | 2007年

关键词：

CDMA; MUD; LS-SVM;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper discusses an adaptive kernel nonlinear learning algorithm which is based on LS-SVM for Code Division Multiple Access (CDMA) system. LS-SVM uses mean squared error criterion. An advantage of it is that the algorithm can be implemented adaptively on-line. The LS-SVM detectors have advantages in that they have moderate complexity, can be implemented adaptively, and require only training sequence data from the desired user.

引用

页码：534 / +

页数：3

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