• Title/Summary/Keyword: Bi-Level Proplem

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Dynamic Origin-Destination Demand Estimation Using Traffic Data of VDS and AVI (VDS 및 AVI 자료를 이용한 고속도로 동적OD 추정)

  • Kim, Ju-Young;Lee, Seung-Jae;Lee, Young-Ihn;Son, Bong-Soo
    • Journal of Korean Society of Transportation
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    • v.23 no.7 s.85
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    • pp.125-136
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    • 2005
  • The goal of this paper is to develop freeway Origin-Destination (OD) demand estimation model using VDS and AVI data. The formulation of methodology proposed in this paper includes traffic flow technique to be able to remove the bi-level problem and optimal solution algorithm using a kalman filter algorithm. The proposed dynamic OD estimation model use ilk and off-ramp volumes collected from VDS and partial OD collected from AVI data to raise the accuracy of dynamic OD estimation. The proposed model is evaluated by using the real-time data of SOHAEAN freeway, South Korea. The result of the proposed dynamic OD estimation model based on VDS and AVI data is better than that of based on VDS data. The more AVI systems are equipped at on and off-ramp, the more excellent result of estimation accuracy is expected.