CN110444009A - A kind of expressway wagon flow forecasting system based on Internet of Things - Google Patents
A kind of expressway wagon flow forecasting system based on Internet of Things Download PDFInfo
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- CN110444009A CN110444009A CN201810411157.1A CN201810411157A CN110444009A CN 110444009 A CN110444009 A CN 110444009A CN 201810411157 A CN201810411157 A CN 201810411157A CN 110444009 A CN110444009 A CN 110444009A
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- expressway
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
- G08G1/0129—Traffic data processing for creating historical data or processing based on historical data
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
- G08G1/0133—Traffic data processing for classifying traffic situation
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- Analytical Chemistry (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Traffic Control Systems (AREA)
Abstract
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CN201810411157.1A CN110444009B (en) | 2018-05-02 | 2018-05-02 | Expressway traffic flow prediction system based on Internet of things |
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CN201810411157.1A CN110444009B (en) | 2018-05-02 | 2018-05-02 | Expressway traffic flow prediction system based on Internet of things |
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CN110444009A true CN110444009A (en) | 2019-11-12 |
CN110444009B CN110444009B (en) | 2022-01-21 |
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CN201810411157.1A Active CN110444009B (en) | 2018-05-02 | 2018-05-02 | Expressway traffic flow prediction system based on Internet of things |
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115331439A (en) * | 2022-08-09 | 2022-11-11 | 山东旗帜信息有限公司 | Vehicle history image-based highway interchange traffic flow prediction method and system |
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CN107153896A (en) * | 2017-07-03 | 2017-09-12 | 北方工业大学 | Traffic network path prediction method and system based on node pair entropy |
CN107240254A (en) * | 2017-08-02 | 2017-10-10 | 河北冀通慧达科技有限公司 | Traffic Forecasting Methodology and terminal device |
CN109448381A (en) * | 2018-12-19 | 2019-03-08 | 安徽江淮汽车集团股份有限公司 | A kind of traffic prediction technique based on car networking big data |
CN113313303A (en) * | 2021-05-28 | 2021-08-27 | 南京师范大学 | Urban area road network traffic flow prediction method and system based on hybrid deep learning model |
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2018
- 2018-05-02 CN CN201810411157.1A patent/CN110444009B/en active Active
Patent Citations (13)
Publication number | Priority date | Publication date | Assignee | Title |
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JP2002298281A (en) * | 2001-03-30 | 2002-10-11 | Foundation For The Promotion Of Industrial Science | Traffic volume prediction device, traffic volume prediction method, traffic information center and onboard navigation system |
JP2003288665A (en) * | 2002-03-27 | 2003-10-10 | Fujitsu Fip Corp | Road aspect estimation method and system using traffic volume sensor |
KR20140006689A (en) * | 2012-06-29 | 2014-01-16 | 서울대학교산학협력단 | Driving speed prediction system and method of vehicle |
CN104157142A (en) * | 2014-08-27 | 2014-11-19 | 河海大学 | Urban path travel time forecasting method based on floating vehicle data |
CN104464291A (en) * | 2014-12-08 | 2015-03-25 | 杭州智诚惠通科技有限公司 | Traffic flow predicting method and system |
US20160364645A1 (en) * | 2015-06-12 | 2016-12-15 | Xerox Corporation | Learning mobility user choice and demand models from public transport fare collection data |
CN106327864A (en) * | 2015-07-10 | 2017-01-11 | 北京大学 | Traffic flow estimation method based on network charging data of highway |
CN106205125A (en) * | 2016-07-27 | 2016-12-07 | 安徽聚润互联信息技术有限公司 | A kind of ambulance arrival time real-time estimate system and method |
CN106803227A (en) * | 2017-01-25 | 2017-06-06 | 东南大学 | A kind of public transport OD analysis methods of the main volume of the flow of passengers based on public transport vehicle-mounted gps data |
CN107153896A (en) * | 2017-07-03 | 2017-09-12 | 北方工业大学 | Traffic network path prediction method and system based on node pair entropy |
CN107240254A (en) * | 2017-08-02 | 2017-10-10 | 河北冀通慧达科技有限公司 | Traffic Forecasting Methodology and terminal device |
CN109448381A (en) * | 2018-12-19 | 2019-03-08 | 安徽江淮汽车集团股份有限公司 | A kind of traffic prediction technique based on car networking big data |
CN113313303A (en) * | 2021-05-28 | 2021-08-27 | 南京师范大学 | Urban area road network traffic flow prediction method and system based on hybrid deep learning model |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115331439A (en) * | 2022-08-09 | 2022-11-11 | 山东旗帜信息有限公司 | Vehicle history image-based highway interchange traffic flow prediction method and system |
CN115331439B (en) * | 2022-08-09 | 2023-08-18 | 山东旗帜信息有限公司 | Expressway interchange traffic flow prediction method based on vehicle history image |
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