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A New Improved Range Free Algorithm Based on DV-Hop in Wireless Sensor Network

机译:无线传感器网络中基于DV-Hop的改进的无距离算法

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摘要

In emerging wireless sensor networks application, localization issue attracts the most attention in recent years. DV-Hop algorithm is a typical range free nodes localization algorithm in WSNs but the localization accuracy of sensor nodes is still low for some applications. In this paper, an improved algorithm based on DV-Hop algorithm is proposed. In the improved algorithm, the localization accuracy is increased from two aspects. Firstly, the improved algorithm proposes a new method and calculates the average hop distance. Secondly, the improved algorithm increases the numerical computation accuracy and improves the stability of the operation by solving the equations through QR decomposition. The simulation results show that the improved algorithm is superior in localization accuracy than DV-Hop algorithm.
机译:在新兴的无线传感器网络应用中,定位问题是近年来最受关注的问题。 DV-Hop算法是WSN中典型的无范围节点定位算法,但是对于某些应用,传感器节点的定位精度仍然很低。提出了一种基于DV-Hop算法的改进算法。在改进算法中,从两个方面提高了定位精度。首先,改进算法提出了一种新方法,并计算了平均跳距。其次,改进的算法通过QR分解求解方程,提高了数值计算的准确性,并提高了运算的稳定性。仿真结果表明,改进算法的定位精度优于DV-Hop算法。

著录项

  • 来源
    《Journal of Communications》 |2015年第8期|589-595|共7页
  • 作者单位

    College of Computer Science and Technology, Jilin University Changchun, 130012, P.R. China,Department of Computer Science and Information Technology, Daqing Normal University, DaQing, 163712, P.R. China;

    College of Computer Science and Technology, Jilin University Changchun, 130012, P.R. China;

    College of Computer Science and Technology, Jilin University Changchun, 130012, P.R. China;

    College of Computer Science and Technology, Jilin University Changchun, 130012, P.R. China,Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County, Baltimore, MD, 21250, USA;

    College of Computer Science and Technology, Jilin University Changchun, 130012, P.R. China,College of Information Engineering, Northest Dianli University, Jilin 132012, P.R. China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Wireless sensor network; DV-Hop algorithm; localization; QR decomposition;

    机译:无线传感器网络;DV-Hop算法;本土化;QR分解;

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