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Optimization of the Design of Pre-Signal System Using Improved Cellular Automaton

机译:改进元胞自动机对信号前系统设计的优化

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摘要

The pre-signal system can improve the efficiency of intersection approach under rational design. One of the main obstacles in optimizing the design of pre-signal system is that driving behaviors in the sorting area cannot be well evaluated. The NaSch model was modified by considering slow probability, turning-deceleration rules, and lane changing rules. It was calibrated with field observed data to explore the interactions among design parameters. The simulation results of the proposed model indicate that the length of sorting area, traffic demand, signal timing, and lane allocation are the most important influence factors. The recommendations of these design parameters are demonstrated. The findings of this paper can be foundations for the design of pre-signal system and show promising improvement in traffic mobility.
机译:在合理设计的前提下,预信号系统可以提高交叉口进近的效率。优化前置信号系统设计的主要障碍之一是无法很好地评估分拣区域的驾驶行为。 NaSch模型通过考虑慢速概率,转弯-减速规则和变道规则进行了修改。用现场观察的数据对其进行了校准,以探索设计参数之间的相互作用。该模型的仿真结果表明,分拣区域的长度,交通需求,信号定时和车道分配是最重要的影响因素。演示了这些设计参数的建议。本文的研究结果可作为设计预信号系统的基础,并显示出交通流量的改善前景。

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