巴鲁班吉市GPS信号的可用性、可靠性和准确性,以确定车辆的位置和速度

I. Mohamad, M. Ali, M. Ismail
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引用次数: 17

摘要

全球定位系统(GPS)提供了特殊的功能,可以用于广泛的应用。通过提供位置、方向和速度等信息,GPS传统上用于导航。如今,从农业、测量到事件检测,许多应用实际上都充分利用了GPS。本研究获取GPS信号,确定车辆位置和速度参数,如最大速度、最大加减速。在某些地区实施任何应用之前,评估GPS信号是很重要的。GPS的可用性和可靠性受多种因素的影响,如高楼、几何条件、大树等都会对GPS信号造成遮挡,降低数据质量。它将影响任何基于GPS的应用程序的效率,变得无用。已经设置了两种类型的测试,即静态定位和移动定位,其中使用GPS探测车辆在马来西亚巴鲁班吉市的干线道路上收集数据。初步试验在可用性和可靠性百分比、精度、在轨卫星数量和精度值的水平稀释方面显示出令人满意的结果。本研究的下一阶段将把获得的速度参数应用于自动事件检测(AID)算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Availability, reliability and accuracy of GPS signal in Bandar Baru Bangi for the determination of vehicle position and speed
The Global Positioning System (GPS) provides special features which can be utilized for wide range of applications. By providing information such as location, direction and speed, GPS is traditionally used for navigation. Nowadays many more applications, from farming, surveying to incident detection in fact fully utilized the GPS. This study accesses GPS signal and determines vehicle location and speed parameter such as maximum speed, maximum acceleration and deceleration. Assessing the GPS signal is important before implementing any application in certain area. The availability and reliability of the GPS are influenced by several variables, for example tall building, geometrical condition and big tree might block the GPS signal and reduce the data quality. It will affect the efficiency of any application based on GPS and become useless. Two types of tests had been setup, static positioning and mobile positioning where GPS probe vehicles were used to collect data in Bandar Baru Bangi, Malaysia trunk roads. The preliminary tests show promising results of availability and reliability percentage, accuracy, number of satellites in view and Horizontal Dilution of Precision values. The next stage of this research will apply the speed parameter obtained for Automated Incident Detection (AID) algorithm.
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