无线传感器网络的DV-Hop节点定位算法改进研究
Study for improved DV-Hop localization algorithm in WSN
本文介绍了无线传感器网络中DV-Hop算法的定位原理、误差来源。针对DV-Hop算法在未知节点到信标节点距离计算中的不足,在分析信标节点间估计距离与真实距离误差的基础上,提出了改进算法。改进算法利用最小二乘法通过求道求极限的方式修正了网络平均每跳距离,然后再原算法的基础上求出节点间的距离进而利用最大似然估计法算出未知节点的地理位置坐标。仿真结果表明,在相同的网络环境下,改进算法的定位精度要比原算法有所提高。
his paper introduced the localization principle and the error source of DV-Hop algorithm in the wireless sensor networks To overcome the disadvantage of DV-Hop algorithm when it was used to compute the distance of unknown nodes and beacon nodes, worked out an improved algorithm which was based on analyzing the error between estimated distance and real distance of beacon nodes. The proposed algorithm uses Least square method to correct the average distance per pop. Then based on the DV-Hop ,each node obtains the distances and pops. By trilateration or maximum likelihood estimation unknown nodes can calculate their location. The experimental results show that the location accuracy of the proposed algorithm outweighs significantly the DV-Hop algorithm.
刘强
无线通信
无线传感器网络V-Hop定位算法信标节点
Wireless sensor networksV-HopLocalization algorithmBeacon nodes
刘强.无线传感器网络的DV-Hop节点定位算法改进研究[EB/OL].(2010-10-19)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201010-288.点此复制
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