标题:Travel time prediction for Bus Rapid Transmit using a statistics-based probabilistic method
作者:Huang, Guojun ;Xing, Jianping ;Meng, Lingguo ;Li, Feng ;Ma, Luping
通讯作者:Huang, G
作者机构:[Huang, Guojun ;Xing, Jianping ] School of Information Science and Engineering, Shandong University, Jinan, China;[Li, Feng ;Ma, Luping ] Center of Bu 更多
会议名称:2010 2nd International Conference on Signal Processing Systems, ICSPS 2010
会议日期:5 July 2010 through 7 July 2010
来源:ICSPS 2010 - Proceedings of the 2010 2nd International Conference on Signal Processing Systems
出版年:2010
卷:1
页码:V1457-V1460
DOI:10.1109/ICSPS.2010.5555535
关键词:Bus Rapid Transmit (BRT); Probabilistic method; Probability distribution; Statistics; Travel time prediction
摘要:The Bus Rapid Transmit (BRT) system is one of the rapid development forms of transit priority in China. In this paper, a probabilistic method is proposed to predict the travel time for BRT by analyzing historical traffic-data. The line 1 of BRT in Jinan, China, which has been equipped with GPS units, is selected to provide the collected data. The time of day is split into consecutive time intervals which will be supposed as subsets. For each of the subsets, expectations, variances and probability distributions of travel times exist, and demonstrate the dispersions and uncertainties. This method is put forward to present the probability distributions of travel time. The confidence intervals corresponding to the given confidence levels can be further obtained. Finally, the confidence intervals combined with the expectations of travel time, will be the feasible and informative predictions. © 2010 IEEE.
收录类别:EI;SCOPUS
Scopus被引频次:2
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-77957258792&doi=10.1109%2fICSPS.2010.5555535&partnerID=40&md5=15d66eba610d1e138bbb8db1506fc4e0
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