Transit passenger origin–destination flow estimation: Efficiently combining onboard survey and large automatic passenger count datasets

Transportation Research Part C: Emerging Technologies(2015)

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摘要
•Efficient method is proposed to estimate bus transit passenger route OD flows.•Combines large APC datasets and onboard survey OD passenger movement observations.•Extensive empirical evaluation is conducted against ground-truth OD flow data.•Computational feasibility and estimation accuracy are established.•Effects of APC and onboard survey sample sizes on accuracy are quantified.
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关键词
Transit route origin–destination (OD) flow estimation,Expectation Maximization (EM) method,Automatic Passenger Count (APC) data,Onboard OD flow surveys,Empirical evaluation,Estimation accuracy,Computational performance
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