An improved range-based localization algorithm in wireless sensor network

Wang Jian-guo, Wang Zhongsheng, Zhang Ling, Shi Fei
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引用次数: 8

Abstract

To further improve the localization accuracy for nodes in wireless sensor network, this paper proposes an improved range-based localization algorithm in wireless sensor network. Firstly, some anchor nodes are optimized and chosen. Then optimized anchor nodes databases are created using those optimized anchor nodes. Secondly, the distance, which between unknown node and anchor node in network, is measured by using anchor nodes from the optimized anchor nodes database. Lastly, the unknown node is located by using Euclidean and trilateration localization algorithm. Some simulation experiments results show that the improved range-based localization algorithm can improve the localization accuracy, and with the positioning process forward, the ratio of anchor nodes is gradually increasing, then localization accuracy is also gradually improved.
一种改进的基于距离的无线传感器网络定位算法
为了进一步提高无线传感器网络中节点的定位精度,本文提出了一种改进的基于距离的无线传感器网络定位算法。首先,对锚节点进行优化选择;然后利用优化后的锚节点创建优化后的锚节点数据库。其次,利用优化后的锚节点数据库中的锚节点,测量网络中未知节点与锚节点之间的距离;最后,利用欧几里得和三边定位算法对未知节点进行定位。仿真实验结果表明,改进的基于距离的定位算法可以提高定位精度,并且随着定位过程的推进,锚节点的比例逐渐增加,定位精度也逐渐提高。
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