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Research of localization algorithm for wireless sensor network based on DV-Hop

机译:基于DV跳的无线传感器网络定位算法研究

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摘要

Wireless sensor network (WSN) possesses very broad application prospect in many fields, where the node location technology is one of the key technologies of WSN. Distance vector hop (DV-Hop) localization algorithm is a widely used algorithm in this technology, and it uses routing exchange protocol to make unknown nodes obtain beacon node information which will be used for coordinate calculation, therefore there exists certain error for the algorithm itself. Aiming at the disadvantage of large error existing in the traditional wireless sensor network location algorithm based on DV-Hop, an improved DV-Hop algorithm based on hop thinning and distance correction is proposed. The minimum hop is corrected by introducing received signal strength indication (RSSI) ranging technology, and the average hop distance is corrected by weighted average value of hop distance error and estimated distance error. Subsequently, the overall improvement on the location performance of the Hop-DV location algorithm is realized, and the location error is reduced. Under the Matlab simulation environment, the simulation experiment on the improved algorithm is carried out. The experimental results show that the improved algorithm reduces the location error and has higher location accuracy.
机译:无线传感器网络(WSN)在许多领域拥有非常广泛的应用前景,节点定位技术是WSN的关键技术之一。距离矢量跳(DV-Hop)本地化算法是该技术中广泛使用的算法,它使用路由交换协议来制作未知节点获得将用于坐标计算的信标节点信息,因此算法本身存在某些错误。旨在基于DV-Hop的传统无线传感器网络位置算法中存在的大错误的缺点,提出了一种基于跳减速和距离校正的改进的DV跳算法。通过引入接收的信号强度指示(RSSI)测距技术来校正最小跳跃,并且通过跳距误差误差和估计距离误差的加权平均值来校正平均跳距。随后,实现了跳跃-DV位置算法的位置性能的总体改进,并且降低了位置误差。在MATLAB仿真环境下,执行了改进算法的仿真实验。实验结果表明,改进的算法减少了位置误差并具有更高的位置精度。

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