A Dynamic Method to Monitor Public Transport based on Smart Card and GPS Data

被引：0

作者：

Yang, Xiaoguang ^{[1
,2
]}

Zhang, Linan ^{[1
,2
]}

机构：

[1] Tongji Univ, Minist Educ, Dept Traff Engn, Shanghai 200092, Peoples R China

[2] Key Lab Rd & Traff Engn, Shanghai, Peoples R China

来源：

2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC) | 2014年

关键词：

ORIGIN-DESTINATION MATRIX;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Public Transport monitor is the foundation of effective management and evaluation, which is crucial to improve sharing rate of public transit. This study proposes a new method to develop a dynamic monitoring system on the base of smart card and GPS data. First Data Warehouse of multi-source data from advanced public transport system (APTS) is descripted for monitoring system. Then the study develops a three-level algorithm to explore bus operation state and passenger travel characteristic, which performs better in the aspect of efficiency and accuracy. Then a case study of Ningbo City is adopted to validate the method and demonstrate the visualization function, which facilities supportive decisions of public monitor system.

引用

页码：924 / 929

页数：6

共 12 条

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[2]

Chapleau R., 2011, 90 ANN M TRANSP RES

[3]

Cui Alex., 2006, BUS PASSENGER ORIGIN

[4] Constructing an Automated Bus Origin-Destination Matrix Using Farecard and Global Positioning System Data in Sao Paulo, Brazil [J].