Improved DV-Hop Algorithm Based on Minimum Hops Correction and Reevaluate Hop Distance

Wangsheng Fang, Haomin Xu, Geng Yang
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引用次数: 7

Abstract

In the DV -HOP algorithm of the wireless sensor network, an inaccurate estimation of the minimum hop count and the average hop distance produces a positioning error. Therefore, this paper proposes an improved DV-HOP algorithm. The algorithm reevaluates the average hop distance of the anchor node and corrects the minimum hop count of the node to be located and the anchor node, which reduces the above error. First, the average hop distance of the anchor node closest to the positioned node is reassessed according to the error. Then, the minimum hop count is obtained by the average hop distance of the revaluation, and the correction coefficient of the ratio of the minimum hop count to the actual minimum hop count is obtained, and the minimum hop count of the node to be positioned is corrected by the correction coefficient. Finally, the distance between the node to be located and the anchor node is calculated, and the position of the node to be positioned is calculated by the least squares method. Simulation results show that the improved dv-hop algorithm can reduce the node positioning error and improve the positioning accuracy.
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基于最小跳数校正和重新评估跳距的改进DV-Hop算法
在无线传感器网络的DV -HOP算法中,由于对最小跳数和平均跳距的估计不准确,会产生定位误差。因此,本文提出了一种改进的DV-HOP算法。该算法重新计算锚节点的平均跳距离,并对待定位节点和锚节点的最小跳数进行校正,减小了上述误差。首先,根据误差重新评估离定位节点最近的锚节点的平均跳距。然后,通过重估的平均跳距得到最小跳数,并得到最小跳数与实际最小跳数之比的修正系数,通过修正系数对待定位节点的最小跳数进行修正。最后,计算待定位节点与锚节点的距离,并采用最小二乘法计算待定位节点的位置。仿真结果表明,改进的dv-hop算法可以减小节点定位误差,提高定位精度。
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