SUN Yan, TAO Zheng-su, CHEN De-fu. Indoor accurate localization algorithm based on wireless sensor networks[J]. 2009, 28(5): 99-102. DOI: 10.13873/j.1000-97872009.05.015.
基于无线传感器网络的室内精确定位算法
摘要
提出了一种基于无线传感器网络的用于室内的高精度定位算法。采用最小二乘法对测量地区的环境参数进行拟合
获得适用的损耗模型。并根据室内的实际情况提出了筛选可靠节点和使用高斯模型处理数据的方法
从而挑选出更为合适的接收信号强度指示器(RSSI)值进行定位计算。最后
对计算结果进行优化
进一步提高定位精度。实验表明:和现有的改进Euc lidean算法相比
该算法定位精度高
且设备要求低
对于室内定位具有一定实用价值。
Abstract
An indoor localization algorithm based on wireless sensor networks is brought up to fulfill the requirement of accuracy.It is the premises of all to obtain environmental parameters with least square method and choose appropriate leakage model.A brand new method is designed for indoor environment
which is filtering the reliable nodes and dealing with the received signal strength indicator(RSSI)with Gauss model.The accuracy will be further improved after optimization.Experiment data show that this algorithm boasted itself with high accuracy and simple hardware requirements
compared with the result of improved Euclidean algorithm.It is practical to utilize indoors.
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references
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