WSN Localization Algorithm based on Fast SVM

被引：1
|
作者：
Zhu, Fang [1 ]
Wei, Junfang [2 ]
机构：
[1] Northeastern Univ Qinhuangdao, Sch Comp & Commun Engn, Qinhuangdao 066004, Peoples R China
[2] Northeastern Univ Qinhuangdao, Sch Resource & Mat, Qinhuangdao 066004, Peoples R China
来源：
ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3 | 2013年 / 433-435卷
关键词：
WSN; Localization; fast SVM;
D O I：
10.4028/www.scientific.net/AMM.433-435.750
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Localization of sensor nodes is essential for wireless sensor network when it is applied to the special applications.This paper proposed a rang-free localization algorithm based on SVM. In this algorithm, multi-class SVMs are applied. So to improve the performance, a fast SVM algorithm is proposed in this paper.Finally, the experimental results demonstrate the algorithm proposed has small localization error, and it is robust and stable.
引用
收藏
页码：750 / +
页数：2
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