Comparison of Two Approaches for Preemptive Traffic Light Control

Mladen Miletić, Borna Kapusta, E. Ivanjko
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引用次数: 11

Abstract

By implementing preemptive traffic light control systems in urban areas it is possible to reduce the travel time of specific groups of vehicles such as emergency vehicles. In this paper, two approaches for preemptive traffic light control are compared by applying a microscopic simulation model. The first approach uses fixed values of vehicle arrival time and queue lengths thresholds while the second is fuzzy logic based and hence more adaptive. Both approaches are tested in six different scenarios with an use case consisting of a simulated isolated intersection based on real traffic data. Analysis of the results shows that the travel time of emergency vehicles can be reduced by up to 24 % in heavily congested conditions with a slight edge given to the fuzzy logic based approach. Both approaches show negligible negative effects on the total travel times of all vehicles in the network.
两种抢占式红绿灯控制方法的比较
通过在城市地区实施先发制人的交通灯控制系统,可以减少特定车辆(如应急车辆)的行驶时间。本文应用微观仿真模型,比较了两种先发制人的红绿灯控制方法。第一种方法使用固定的车辆到达时间和队列长度阈值,而第二种方法基于模糊逻辑,因此适应性更强。这两种方法都在六个不同的场景中进行了测试,其中一个用例包括基于真实交通数据的模拟孤立十字路口。分析结果表明,在严重拥堵情况下,基于模糊逻辑的方法可使应急车辆的行驶时间减少24%,且具有轻微的优势。这两种方法对网络中所有车辆的总行驶时间的负面影响都可以忽略不计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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