online calibration for real-time traffic simulation
| Project/Area Number |
23560630
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Civil engineering project/Traffic engineering
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| Research Institution | Chiba Institute of Technology |
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Principal Investigator |
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| Project Period (FY) |
2011 – 2013
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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
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| Keywords | 交通シミュレーション / 高速道路 / 突発事象 / 交通管制 / 予測 / パラメータ同定 / 交通管制システム / 交通状況短期予測 / オンライン自動キャリブレーション / 車両感知器データ / Kittler法 / Kalmanフィルタ / 交通管理 / Kitter法 |
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| Research Abstract |
In this study, I developed methods for automatically setting and updating various parameters in order to improve the precision of the real time traffic simulation of the urban expressways. Traffic conditions after occurrence of traffic congestion due to incidents cannot predict through the use of existing statistical techniques based on patters of time fluctuations of travel times. The developed method aims at reducing time losses by adequate route guidance based on precision prediction of the traffic conditions. The methods can automatically set and update threshold values for detecting traffic congestion, coefficients that correct bias errors in detected volumes of free flow and congested flow individually, traffic capacity at tops of traffic congestion, and volume-density relationships that were improved in precision during traffic congestion due to incidents. In addition, some of the methods evaluated on the Tokyo Metropolitan Expressways.
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Report
(4 results)
Research Products
(9 results)
