煤炭工程 ›› 2013, Vol. 45 ›› Issue (12): 125-127.doi: doi:10.11799/ce201312043

• 信息工程 • 上一篇    下一篇

基于区域划分的煤矿井下无线传感器网络定位算法

黄伟力,边燕   

  1. 河北工程大学
  • 收稿日期:2013-06-14 修回日期:2013-08-15 出版日期:2013-12-10 发布日期:2013-12-10
  • 通讯作者: 黄伟力 E-mail:liwei675243516@126.com

Area-division based Wireless Sensor Network Localization Algorithm in Underground Coal Mine

  • Received:2013-06-14 Revised:2013-08-15 Online:2013-12-10 Published:2013-12-10

摘要:

由于煤矿井下事故频繁发生,井下人员的精确定位变得十分重要。目前基于修正加权质心的定位算法对井下人员的定位存在较大误差。针对这一问题提出了一种在无线传感器网络中基于区域划分的定位算法。该算法在修正加权质心定位算法的基础上,通过将锚节点组成区域划分为更小的区域,使未知节点所处区域更加明确的方法来提高定位精度。仿真结果表明,基于区域划分的定位算法可以降低定位误差,提高定位精度。

关键词: 无线传感器网络, 区域划分, 改进加权质心定位算法

Abstract:

As the frequently occurring of the accidents in underground coal mine, the accurate location of mine personnel becomes very important. The accuracy of algorithms based on the improved centroid localization is not ideal. From this point of view, this paper proposes an Area-division based Centroid Localization Algorithm. The new algorithm divides the area of anchor nodes into several smaller areas to make the area of the unknown node more clearly to improve the accuracy of localization. When determining the area of the unknown node, the process of the improved weighted centroid localization algorithm will be conducted to achieve the estimated location of the unknown node. The simulation results show that the proposed algorithm can reduce the error of location and improve the accuracy of localization.

Key words: wireless sensor networks, Area-division, improved weighted centroid localization algorithm

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