IEEE - Institute of Electrical and Electronics Engineers, Inc. - Data driven exploration of traffic network system dynamics using high resolution probe data

2016 IEEE 55th Conference on Decision and Control (CDC)

Author(s): Chao Liu ; Bowen Huang ; Mo Zhao ; Soumik Sarkar ; Umesh Vaidya ; Anuj Sharma
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 12 December 2016
Page(s): 7,629 - 7,634
ISBN (Electronic): 978-1-5090-1837-6
ISBN (DVD): 978-1-5090-1844-4
DOI: 10.1109/CDC.2016.7799448
Regular:

This paper, for the first time, explores the use of data-driven method to model the traffic dynamics of an interstate highway system with high resolution probe data. The dynamic mode decomposition... View More

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