Development of a Path Tracking System for GPS Denied Environment

IF 0.6 Q3 ENGINEERING, MULTIDISCIPLINARY
Kim Ho Yeap, Hui Hang Hai, Soon Han Wai
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引用次数: 0

Abstract

Navigation applications such as Google Maps and Waze fail to function at global positioning system (GPS) denied environments. This is typically the primary problem faced by mountain hikers who have lost their way in a dense forest or a dementia patient who has lost his/her way. Navigation applications fail to function at places without internet signal. Also, a dementia patient may not be able to recall his original destination, rendering the GPS useless.The development of a path tracking system which does not rely on GPS is therefore necessary in such a situation. The system should be capable of guiding a person to return back to his/her original starting point without the requirement of a GPS. In this paper, we present the development of a path tracking system which exploits the inertial measurement unit embedded in a mobile phone. Doing so, the use of the GPS can be evaded. The system that we have developed consists of 3 main functions, i.e. (i) path recording, (ii) path navigation, and (iii) map generation. An SQLite database is setup in this application for storing data. Java libraries such as GraphView and Canvas are implemented to perform observation on the data obtained from the sensors and also to map the route according to the data stored into the device. The validation results show that the accuracy of the system is beyond 90%. The results convincingly corroborate the reliability and feasibility of the system.
GPS拒绝环境下路径跟踪系统的研制
谷歌地图和Waze等导航应用程序在没有全球定位系统(GPS)的环境中无法发挥作用。这通常是在茂密的森林中迷路的登山者或迷路的痴呆症患者所面临的主要问题。导航应用程序无法在没有互联网信号的地方运行。此外,痴呆症患者可能无法回忆起他最初的目的地,从而使GPS无用。因此,在这种情况下,开发不依赖GPS的路径跟踪系统是必要的。该系统应能够在不需要GPS的情况下引导人返回到原来的起点。本文介绍了一种利用手机内嵌惯性测量单元的路径跟踪系统的开发。这样做,就可以避免使用GPS。我们开发的系统包括3个主要功能,即(i)路径记录,(ii)路径导航,(iii)地图生成。在这个应用程序中设置了一个SQLite数据库来存储数据。实现了GraphView和Canvas等Java库,以对从传感器获得的数据进行观察,并根据存储到设备中的数据绘制路线。验证结果表明,该系统的准确率在90%以上。结果令人信服地证实了该系统的可靠性和可行性。
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来源期刊
Jurnal Kejuruteraan
Jurnal Kejuruteraan ENGINEERING, MULTIDISCIPLINARY-
自引率
16.70%
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0
审稿时长
24 weeks
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