Smart Phone as Toolbox for Height Measurement

A. Razaque, Fathi H. Amsaad, Cai Mengjie Cherry, Lin Jiahui Linda, A. Oun
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Abstract

Many researchers focus on using smart phone as toolbox, such as measuring height via barometer on smart phone. However, none of them compared the error rate that exists in different brands of mobile phones (e.g., Samsung, HUAWEI and iPhone). This paper carries out sets of control experiments to acquire plenty of data to analyze and contrast the error rate in those mobile systems. This paper uses elementary effects (EE) method to recognize variables that are non-influential. EE method is also used to sort affecting factors such as temperature and humidity, according to factors’ significance. Furthermore, this paper minimizes the burst affecting variable random error by using a method called Filtering Burst Error and Random Error Process (FBEREP) to ensure the error rate. The validation is conducted using real smart phones. Based on the result, it can be observed that error rate is controlled within 2%.
智能手机作为高度测量工具箱
许多研究者将智能手机作为工具箱,例如通过智能手机上的气压计测量身高。然而,他们都没有比较不同品牌的手机(如三星,华为和iPhone)的错误率。本文进行了一系列的控制实验,以获取大量的数据来分析和对比这些移动系统的错误率。本文采用初等效应(EE)方法识别非影响变量。根据影响因素的显著性,采用EE法对温度、湿度等影响因素进行排序。在此基础上,采用突发误差与随机误差处理滤波(FBEREP)的方法最小化突发对可变随机误差的影响,保证误差率。使用真实的智能手机进行验证。从结果可以看出,错误率控制在2%以内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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