Urban link travel time estimation using large-scale taxi data with partial information

•Uses large scale GPS traces of taxi cabs in New York City.•A model for estimating link travel times is developed using large scale data.•Developed insights into the congestion issues in New York City.•Rigorous numerical results are performed to test the approach. Taxicabs equipped with Global Posit...

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Vydané v:	Transportation research. Part C, Emerging technologies Ročník 33; s. 37 - 49
Hlavní autori:	Zhan, Xianyuan, Hasan, Samiul, Ukkusuri, Satish V., Kamga, Camille
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Kidlington Elsevier India Pvt Ltd 01.08.2013 Elsevier
Predmet:	Applied sciences Exact sciences and technology GPS-enabled taxicab Ground, air and sea transportation, marine construction Large scale data analysis Path inference Probe vehicle Road transportation and traffic Traffic state estimation Transportation planning, management and economics Urban networks Traffic state estimation Probe vehicle GPS-enabled taxicab Large scale data analysis Path inference Urban networks Data analysis Travel time GPS system Forecast model Modeling Urban district network Urban road traffic Taxi Large scale
ISSN:	0968-090X, 1879-2359
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