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A Traffic Signal Control Algorithm for an Oversaturated Isolated Intersection Based on Video Detection Data

机译:基于视频检测数据的过饱和隔离路口交通信号控制算法

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To develop an effective traffic control algorithm for an oversaturated intersection, the video detection technique is employed in this paper, to make up for the shortcomings of methods based on loop detector data. A prediction model for arrival traffic volumes in oversaturated conditions was developed based on the three-order moving average method. Then considering the impacts of oversaturation on vehicle travel time between upstream and downstream intersections, an identification model was brought forward to judge whether the intersection is in an oversaturated condition. Taking minimizing queue length during the entire oversaturated period as the objective, a cycle length optimization method was developed. Field traffic data are collected from an oversaturated intersection in Changchun city and simulations in VISSIM were conducted to test the signal timing scheme output by the optimization algorithm. Finally, the optimization control scheme was compared with the current signal timing scheme of the intersection, and then conclusions were given.
机译:为了开发一种有效的过饱和路口交通控制算法,本文采用视频检测技术,以弥补基于环路检测器数据的方法的缺陷。基于三阶移动平均法,建立了超饱和条件下到达交通量的预测模型。然后考虑过饱和度对上下游交叉口之间车辆行驶时间的影响,提出了一种识别模型来判断交叉口是否处于过饱和状态。以最小化整个过饱和期间的队列长度为目标,开发了一种循环长度优化方法。从长春市一个过饱和的十字路口收集现场交通数据,并在VISSIM中进行仿真,以测试优化算法输出的信号时序方案。最后,将优化控制方案与交叉口的当前信号时序方案进行比较,得出结论。

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