基于无线信号的室内定位方法

Jingjing Yang, Zhenyu Feng, Xuchao Ma, Xiao Zhang
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引用次数: 4

摘要

针对传统无线室内定位技术存在误差大、定位精度低等问题,无法达到医院室内定位所需的应用水平,本研究提出了一种基于无线信号的医院室内定位方法。本研究首先分析了医院室内定位的原理,利用高斯分布、P-P图和Q-Q图验证采集数据的可靠性和准确性,最后利用最小二乘拟合算法对采集数据进行分析,得到拟合的波衰减模型,并将其应用于室内定位系统。实验表明,该方法可以减少医院室内定位的误差,提高医院室内定位的重复性和测量精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoor Positioning Method Based on Wireless Signal
In view of the problems of traditional wireless indoor positioning technologies such as errors and a low positioning accuracy that cannot reach the application level required by hospital indoor positioning, this study proposes a hospital indoor positioning method based on wireless signals. This study firstly analyzes the principles of hospital indoor positioning, verifies the reliability and accuracy of the collected data using Gaussian distribution, P-P plot and Q-Q plot, and finally analyzes the collected data using the least square fitting algorithm to obtain a fitting wave attenuation model, which is then applied to the indoor positioning system. Experiments show that this method can reduce the error of indoor positioning in hospitals, and improve the repeatability and measurement accuracy of indoor positioning in hospitals.
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