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Isolated Intersection Traffic Signal Timing Problem: A Fuzzy Control Approach and A Case Study

机译:孤立的交叉路口交通信号时序问题:模糊控制方法和案例研究

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Considering the randomness of the traffic flow, a self-adaptive control method for isolated intersection signal timing is proposed, which imitates the traffic police's signal controlling behaviors. Firstly, we define the concepts of Busy Level (for the phase that has got the right of way) and Urgent Level (for the other phases that have not got the right of way). Based on the definitions, the signal control method is put forward, which can be summarized in brief that when Urgent Level is greater than Busy Level, the phase with the highest Urgent Level gains the right of way. Then, based on the fuzzy control theory, we elaborate the fuzzy modeling process of Busy Level and Urgent Level and put forward an optimization method of the membership function using the traversing method. The proposed method is a breakthrough comparing with the old methods that optimize the circle time, the split or the amount of the green time extension. The method has the charactaristics of no fixed circle time, no fixed phase sequence and is more effective to suit the fluctuant traffic flow. At last, the computational results of an simulation demostrates that the proposed method is far more effective than the pretimed signal timing methods.
机译:考虑到业务流量的随机性,提出了一种用于隔离交叉信号定时的自适应控制方法,其模仿交通警察的信号控制行为。首先,我们定义了忙碌级别的概念(对于获得道路右侧的阶段)和紧急级别(对于没有权利的其他阶段)。基于定义,提出了信号控制方法,这可以简要概述,当紧急水平大于繁忙水平时,具有最高紧急水平的阶段获得了通行权。然后,基于模糊控制理论,我们详细阐述了繁忙级别和紧急水平的模糊建模过程,并使用遍历方法提出了成员函数的优化方法。该方法是与优化圆周时间,拆分或绿色时间扩展量的旧方法进行比较的突破。该方法具有无固定圆周时间的特征,无固定相位序列,更有效地适应波动的交通流量。最后,仿真的计算结果开展了所提出的方法比使用预测信号定时方法更有效。

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