Science & Technology Review
|
2020, 38(9): 47-54
• Exclusive: Building China's Powerful Transportation •
Application of big data technology in the development of intelligent transportation
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ZHANG Bo, PANG Jimin, ZHANG Wensong, QIE Xiaohu, LIU Xianghong
Affiliations
Beijing DiDi Infinity Technology and Development Co., Ltd., Beijing 100193, China
Published: 2020-05-13
doi: 10.3981/j.issn.1000-7857.2020.09.007
Outline
Various new types of Internet plus transportation are emerging and a large number of data resources have appeared. To build China's strength in transportation it is importank to make better use of big data technology to promote intelligent transportation. Aiming at the shortcomings of the traditional signal control system such as low optimization frequency and poor integrity of data acquisition equipment this paper develops an intelligent signal control system using ride hailing vehicle trajectory data. The architecture and characteristics of the control system, as well as optimization techniques, are introduced. Field experiments in Jinan, Wuhan and Liuzhou, respectively, have demonstrated that without relying on channelization and intersection reconstruction, only through signal control optimization and software upgrades, the average delay times of morning and evening peak hours and vehicle stop times are decreased by 10%-20%, thus effectively alleviating traffic congestion across the whole city level.
country with strong transportation
/
trajectory data
/
intelligent signal control
/
ride hailing
ZHANG Bo, PANG Jimin, ZHANG Wensong, QIE Xiaohu, LIU Xianghong.
Application of big data technology in the development of intelligent transportation[J].
Science & Technology Review,
2020
, 38
(9)
: 47
-54
.
DOI: 10.3981/j.issn.1000-7857.2020.09.007
Year 2020 volume 38 Issue 9
PDF
923
87
Cite this Article
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Article Info
doi: 10.3981/j.issn.1000-7857.2020.09.007
- Receive Date:2020-03-11
- Online Date:2020-06-05
- Published:2020-05-13