基于网联车轨迹数据的过饱和信号交叉口排队长度估计
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华东交通大学

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国家自然科学基金(51965021);国家自然科学基金(52062015)。


Estimation Of Queue Length At Oversaturated Signal Intersections Based On Connected Car Trajectory Data
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National Natural Science Foundation of China(51965021);National Natural Science Foundation of China(52062015)。

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    摘要:

    针对交通过饱和情况,利用周期内实时观测的网联车车辆轨迹数据提供的车辆到达和停车位置信息,提出一种基于交通冲击波的周期最大排队长度和初始队列的估计方法。基于网联车车辆轨迹确定车辆到达时刻、排队时刻、启动时刻及驶离时刻4个临界点并根据其提供的信息估计各个周期的到达率,运用冲击波理论对每个周期初始队列长度及最大排队长度进行估计,通过微观交通仿真软件SUMO对模型进行仿真验证。实验结果表明:在20%渗透率下,排队长度模型估计值与仿真值的平均绝对误差最小为4.12米,最大为7.83米,平均相对误差最小为8.51%,最大为15.34%,说明即使在渗透率较低的情况下基于车辆轨迹的交叉口排队长度估计模型仍能够较为有效地估计过饱和交叉口的最大排队长度和初始队列长度。

    Abstract:

    Aiming at the traffic saturation situation, a estimation method based on the maximum queuing length and initial queue of the period based on the maximum queuing length and initial queue of the period is proposed by using the vehicle arrival and parking position information provided by the real-time observation of the connected vehicle trajectory data during the period. Based on the trajectory of connected vehicles, the four critical points of vehicle arrival time, queuing time, start time and departure time are determined according to the arrival rate of each cycle according to the information provided by the critical point, and the initial queue length and maximum queuing length of each cycle are estimated by using shock wave theory, and the model is simulated and verified by the micro traffic simulation software SUMO. The experimental results show that under the permeability of 20%, the average absolute error between the estimated value of the queuing length model and the simulated value is 4.12 meters at the smallest, 7.83 meters at most, and the average relative error is at least 8.51% and 15.34% at most, indicating that even under the low permeability rate, the intersection queuing length estimation model based on vehicle trajectory can still estimate the maximum queuing length and initial queue length of supersaturated intersections more effectively.

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  • 收稿日期:2022-11-14
  • 最后修改日期:2022-12-21
  • 录用日期:2022-12-26
  • 在线发布日期: 2023-06-21
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