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An Improved DV-Hop Localization Algorithm Based on Hop Distances Correction

被引：0
|
作者：
Guiqi Liu [1 ]
Zhihong Qian [1 ]
Xue Wang [1 ]
机构：
[1] College of Communication Engineering, Jilin University
来源：
China Communications | 2019年 / 16卷 / 06期
基金：
中国国家自然科学基金;
关键词：
WSN; DV-Hop localization algorithm; Hop Distance Correction; improved Differential Evolution algorithm;
D O I：
暂无
中图分类号：
TN92 [无线通信];
学科分类号：
080402 ; 080904 ; 0810 ; 081001 ;
摘要：
DV-Hop localization algorithm has greater localization error which estimates distance from an unknown node to the different anchor nodes by using estimated average size of a hop to achieve the location of the unknown node. So an improved DV-Hop localization algorithm based on correctional average size of a hop, HDCDV-Hop algorithm, is proposed. The improved algorithm corrects the estimated distance between the unknown node and different anchor nodes based on fractional hop count information and relatively accurate coordinates of the anchor nodes information, and it uses the improved Differential Evolution algorithm to get the estimate location of unknown nodes so as to further reduce the localization error. Simulation results show that our proposed algorithm have lower localization error and higher localization accuracy compared with the original DV-Hop algorithm and other classical improved algorithms.
引用
收藏
页码：200 / 214
页数：15
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