基于数据可视化的GPS跟踪器缺陷检测

Rathachai Chawuthai, T. Threepak
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引用次数: 0

摘要

安装在车辆上的全球定位系统(GPS)跟踪器通常用于改善物流管理过程和运输安全。所有GPS追踪器都必须一直向服务器发送包括位置、时间戳和速度在内的数据。当设备出现故障时,可以通过不完整的数据进行检查;然而,设备的传感器不准确会对许多方面产生负面影响,这成为一个具有挑战性的问题。因此,本文旨在采用数据可视化的方法来找出GPS跟踪器的缺陷。报告了一些可视化发现的缺陷,供应商利用这一结果来维护他们的设备。
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Defect Detection of GPS Trackers through Data Visualization
A Global Positioning System (GPS) tracker installed in a vehicle is commonly used to improve logistics management processes and transportation safety. All GPS trackers must send data including locations, timestamps, and speeds to a server all the time. In case of a device failure, it can be checked by incomplete data; however, a device's sensor inaccuracy, which can create negative consequences to many parties, becomes a challenging issue to detect. With this reason, this paper aims to adopt data visualization to find out the defect of GPS trackers. It has been found that some defects noticed by a visualization were reported, and providers got advantage of this result to maintain their devices.
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