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A New Distance Vector-Hop Localization Algorithm Based on Half-Measure Weighted Centroid

机译:基于半测加权质心的距离矢量跳定位新算法

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摘要

Considering the defects of the Distance Vector-Hop (DV-Hop) localization algorithm making errors and having error accumulation in wireless sensor network (WSN), we proposed a new DV-Hop localization algorithm based on half-measure weighted centroid. This algorithm followed the two-dimensional position distribution, designed the minimum communication radius, and formed a reasonable network connectivity firstly. Then, the algorithm corrected the distance between the beacon node and its neighbour node to form a more accurate jump distance so that the shortest path can be optimized. Finally, we theorized the proposed localization algorithm and verified it in simulation experiments, including same communication radius, different communication radii, and different node densities in same communication radius, and have compared the localization error and localization accuracy, respectively, between the proposed algorithm and the DV-Hop localization algorithm. The experiment's result shows that the proposed localization algorithm have reduced the localization's average error and improved the localization's accuracy.
机译:针对无线传感器网络(WSN)中距离矢量跳(DV-Hop)定位算法存在错误且存在错误累积的缺点,提出了一种基于半测加权质心的DV-Hop定位算法。该算法遵循二维位置分布,设计了最小通信半径,首先形成了合理的网络连通性。然后,该算法校正了信标节点与其邻居节点之间的距离,以形成更准确的跳转距离,从而可以优化最短路径。最后,我们对提出的定位算法进行了理论化并在仿真实验中进行了验证,包括相同的通信半径,不同的通信半径以及相同的通信半径中不同的节点密度,并且分别比较了所提出的定位算法和定位算法的定位误差和定位精度。 DV-Hop定位算法。实验结果表明,提出的定位算法降低了定位的平均误差,提高了定位精度。

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  • 来源
    《Mobile Information Systems》 |2019年第1期|9892512.1-9892512.9|共9页
  • 作者

    Yin Lu Jian;

  • 作者单位

    Chao Hu Univ Coll Informat Engn Hefei Anhui Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
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