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基于质点弹簧模型的无线传感器网络非测距定位算法∗

杨友华 孙丽华 向满天

传感技术学报Issue(6):914-919,6.
传感技术学报Issue(6):914-919,6.DOI:10.3969/j.issn.1004-1699.2015.06.023

基于质点弹簧模型的无线传感器网络非测距定位算法∗

Range-Free Localization Algorithm Based on Mass Spring Model for Wireless Sensor Networks

杨友华 1孙丽华 2向满天2

作者信息

  • 1. 南昌大学信息工程学院,南昌330031
  • 2. 南昌大学软件学院,南昌330029
  • 折叠

摘要

Abstract

The range-free localization algorithm has attracted much attention in wireless sensor networks due to its low power consumption and low cost,but its low positioning accuracy has limited its application. This paper proposes a high-accuracy range-free localization algorithm L-MSM( Localization based on Mass Spring Model) . The algorithm first uses the centroid algorithm which has low complexity and little communication overhead for coarse positioning, then adopts modified mass spring model for iterative refinement,which makes the nodes in clusters because of the drawback of centroid algorithm spread out and approach the actual position. The simulation results indicate that the L-MSM algorithm can significantly improve the positioning accuracy compared to the centroid algorithm when the communication radius is small.

关键词

无线传感器网络/非测距定位/质点弹簧模型/质心算法

Key words

wireless sensor network/range-free localization/mass spring model/centroid algorithm

分类

信息技术与安全科学

引用本文复制引用

杨友华,孙丽华,向满天..基于质点弹簧模型的无线传感器网络非测距定位算法∗[J].传感技术学报,2015,(6):914-919,6.

基金项目

国家自然科学基金项目(61362022,61362008) (61362022,61362008)

江西省科技计划项目(20142BBE50019) (20142BBE50019)

传感技术学报

OA北大核心CSCDCSTPCD

1004-1699

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