Algorithms for estimating bus arrival times using GPS data

L. Weigang, W. Koendjbiharie, R.C. de M Juca, Y. Yamashita, A. MacIver
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引用次数: 35

Abstract

This paper presents a method to estimate bus arrival times at bus stops using GPS information, which was implemented in the SITCUO-Information System for Urban Bus Transportation, in Brasilia. The model consists of a main algorithm and two sub algorithms to determine the position and the speed of the bus en route. When using the speed information from the GPS, the arrival time at the stop point will be infinite if the vehicle is stationary. With the improved method and empirical calibration, the results from the developed model were found to be satisfactory in the implementation and experiment.
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利用GPS数据估计巴士到达时间的算法
本文提出了一种利用GPS信息估计公交车站到站时间的方法,并在巴西利亚sitcuo -城市公交交通信息系统中实现。该模型由一个主算法和两个子算法组成,用于确定公交车在路线中的位置和速度。当使用GPS的速度信息时,如果车辆处于静止状态,则到达停车点的时间将是无限的。通过改进的方法和经验校正,建立的模型在实际应用和实验中得到了满意的结果。
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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