Performance comparison of two model based schemes for estimation of queue and delay at signalized intersections

S. Anusha, L. Vanajakshi, S. Subramanian, Anuj Sharma
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引用次数: 5

Abstract

Reliable estimation of performance measures such as queue and delay at intersections is important for the proper management of traffic. The information about these variables is valuable for the development of various traffic control strategies. The spatial nature of queue and delay makes their direct measurement a challenging task. The present study estimated these performance measures for the scenario when the queue ends within the advance detector using the data obtained from loop detectors installed at the entry and the exit of the intersection. A detailed analysis of the data obtained from loop detectors revealed that there were errors in the data. Two model based schemes, namely the occupancy based method and the queue clearance based method, were used for estimation of queue and delay using the erroneous data obtained from loop detectors. The results showed that the queue clearance based method was performing better while estimating queue and delay compared to the occupancy based method. Thus, the queue clearance based method would be valuable for the estimation of queues and delays while implementing with erroneous field data.
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两种基于模型的信号交叉口队列和延迟估计方案的性能比较
对十字路口的排队和延迟等性能指标进行可靠的估计对于交通的合理管理是非常重要的。这些变量的信息对于制定各种交通控制策略是有价值的。队列和延迟的空间特性使得它们的直接测量成为一项具有挑战性的任务。本研究使用安装在交叉路口入口和出口的环路探测器获得的数据,对队列在预先检测器内结束的场景的这些性能指标进行了估计。对从环路检测器获得的数据进行详细分析后发现,数据中存在错误。利用环路检测器获得的错误数据,采用基于占用率和基于队列清除的两种模型方法对队列和延迟进行估计。结果表明,基于队列清除的方法在估计队列和延迟时的性能优于基于占用的方法。因此,在使用错误字段数据实现时,基于队列清除的方法对于估计队列和延迟是有价值的。
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