Estimating Origin-Destination Flows Using Mobile Phone Location Data

被引：317

作者：

Calabrese, Francesco ^{[1
]}

Di Lorenzo, Giusy ^{[1
]}

Liu, Liang ^{[2
]}

Ratti, Carlo

机构：

[1] IBM Dublin Res Lab, Dublin, Ireland

[2] MIT, SENSEable City Lab, Cambridge, MA 02139 USA

来源：

IEEE PERVASIVE COMPUTING | 2011年 / 10卷 / 04期

关键词：

Mobile handsets; Cellular phones; Monitoring; Time measurement; Urban areas; Mobile radio mobility management; system applications and experience; pervasive computing; location dependent; location sensitive; transportation;

D O I：

10.1109/MPRV.2011.41

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Using an algorithm to analyze opportunistically collected mobile phone location data, the authors estimate weekday and weekend travel patterns of a large metropolitan area with high accuracy. © 2011 IEEE.

引用

收藏

页码：36 / 44

页数：9

相关论文

共 20 条

[1]

ANDERSON JE, 1979, AM ECON REV, V69, P106

[2] Method for Estimating Population OD Matrix Based on Probe Vehicles [J].

Baek, Seungkirl ;

Lim, Yongtaek ;

Rhee, Sungmo ;

Choi, Keechoo .

KSCE JOURNAL OF CIVIL ENGINEERING, 2010, 14 (02) :231-235

[3] Road traffic estimation from location tracking data in the mobile cellular network [J].

Bolla, R ;

Davoli, F .

WCNC: 2000 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2000, :1107-1112

[4] Deriving origin-destination data from a mobile phone network [J].

Caceres, N. ;

Wideberg, J. P. ;

Benitez, F. G. .

IET INTELLIGENT TRANSPORT SYSTEMS, 2007, 1 (01) :15-26

[5] Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome [J].

Calabrese, Francesco ;

Colonna, Massimo ;

Lovisolo, Piero ;

Parata, Dario ;

Ratti, Carlo .

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 12 (01) :141-151

[6]

Calabrese F, 2010, LECT NOTES COMPUT SC, V6030, P22, DOI 10.1007/978-3-642-12654-3_2

[7]

CAYFORD R, 2003, P TRANSP RES BOARD A

[8]

CTPP Census Transportation Planning Package, 2010, US DEP TRANSP CENS T

[9] Digital Footprinting: Uncovering Tourists with User-Generated Content [J].

Girardin, Fabien ;

Blat, Josep ;

Calabrese, Francesco ;

Dal Fiore, Filippo ;

Ratti, Carlo .

IEEE PERVASIVE COMPUTING, 2008, 7 (04) :36-43

[10] Understanding individual human mobility patterns [J].

Gonzalez, Marta C. ;

Hidalgo, Cesar A. ;

Barabasi, Albert-Laszlo .

NATURE, 2008, 453 (7196) :779-782