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基于GPS和IC卡数据的公交出行OD推算方法

DOI: 10.3969/j.issn.1674-0696.2015.03.24, PP. 117-121

Keywords: 交通工程,GPS数据,IC卡数据,交通小区OD,数据融合,聚类分析,吸引强度,trafficengineering,GPSdata,ICcarddata,trafficzoneOD,dataminingtechnology,clusteranalysis,appealstrength

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Abstract:

:?主要基于GPS和公交IC卡数据研究推算交通小区公交出行OD的一种方法。将居民公交出行分为闭合型出行链和非连续型公交出行链,通过数据的挖掘融合技术,结合居民公交出行规律推算交通小区的公交OD矩阵,利用站点吸引强度对无明显规律的紊乱出行数据进行修正,提出了基于GPS和公交IC卡数据推算公交出行交通小区OD的方法,并以佛山市中心城区为例验证推算方法的可靠性。研究表明:所得公交出行OD矩阵精度较高。

References

[1]  戴宵,陈学武.单条公交线路的IC卡数据分析处理方法[J].城市交通,2005,3(4):73-76.
[2]  舒国辉.基于数据挖掘的公交客流规律研究[D].北京:北京交通大学,2009.
[3]  Shu Guohui.The Research on the Rules of Public Transport Passenger Flow Based on Data Mining[D].Beijing:Beijing Jiaotong University,2009.
[4]  吴子啸,任西锋,胡静宇.基于GPS数据和IC卡数据的综合交通建模新思路[J].城市交通,2011(1):47-51.
[5]  Wu Zixiao.Ren Xifeng,Hu Jingyu.Comprehensive transportation modeling with information from GPS and IC card on public transit vehicles [J].Urban Transport of China,2011(1):47-51.
[6]  周涛,翟长旭,高志刚.基于公交IC卡数据的OD推算技术研究[J].城市交通,2007(3):48-52.
[7]  Zhou Tao,Zhai Changxu,Gao Zhigang.Approaching bus OD matrices based on data reduced from bus IC cards [J].Urban Transport of China,2007(3):48-52.
[8]  Yu Yong,Deng Tianmin,Xiao Yumin.A novel method of confirming the boarding station of bus holders[J].Journal of Chongqing Jiaotong University:Natural Science,2009,28(1):121-125.
[9]  Dai Xiao,Chen Xuewu.The method of intelligent gard data analysis for one public transportation route[J].Urban Transport of China,2005,3(4):73-76.
[10]  徐建闵,熊文华,游峰.基于GPS和IC卡的单线公交OD生成方法[J].微计算机信息,2008,24(22):221-222.
[11]  Xu Jianmin,Xiong Wenhua,You Feng.The method of singal-line public transportation OD base on GPS and intelligent card[J].Microcomputer Information,2008,24(22):221-222.
[12]  吴祥国.基于公交IC卡和GPS数据的居民公交出行OD举证推导与应用[D].济南:山东大学,2008.
[13]  Wu Xiangguo.Urban Public Transportation Trip OD Matrix Inference and Application based on Bus IC Card Data and GPS Data[D].Jinan:Shandong University,2008.
[14]  尹长勇,陈艳艳,陈绍辉.基于聚类分析方法的公交站点客流匹配方法研究[J].交通信息与安全,2010,28(3):21-24.
[15]  Yin Changyong,Chen Yanyan,Chen Shaohui.Bus station passenger matching method based on cluster analysis method[J].Journal of Transport Information and Safety,2010,28(3):21-24.
[16]  周锐.基于IC卡数据的公交站点客流推算方法[D].北京:北京交通大学,2012.
[17]  Zhou Rui.Passenger Flow Calculation for Bus Stations Based on IC Card Data [D].Beijing:Beijing Jiaotong University,2012.
[18]  窦慧丽,刘好德,杨晓光.基于站点上下客人数的公交客流OD反推方法研究[J].交通与计算机,2007,25(2):79-82.
[19]  Dou Huili,Liu Haode,Yang Xiaoguang.OD matrix estimation method of public transportation flow based on passenger boarding and alighting [J].Computer and Communications,2007,25(2):79-82.
[20]  戴维.基于IC卡数据和公交车GPS信息的公交OD矩阵推算[D] .武汉:华中科技大学,2009.
[21]  Dai Wei.Transit OD Matrix Reckoning Based on IC Card Data and Bus GPS Information[D].Wuhan:Huazhong University of Science & Technology,2009.
[22]  师富民.基于IC卡数据的公交OD矩阵构造方法研究[D].长春:吉林大学,2004.
[23]  Shi Fumin.The Research of the Method of Generating the Public Transport Travel OD Matrix Based on the Data of IC card[D].Changchun:Jilin University,2004.
[24]  于勇,邓天民,肖裕民.一种新的公交乘客上车站点确定方法[J].重庆交通大学学报:自然科学版,2009,28 (1):121-125.

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