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Adaptive Traffic Signal Control Using Fuzzy Logic

机译:使用模糊逻辑的自适应交通信号控制

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We present a distributed approach to traffic signal control, where the signal timing parameters at a given intersection are adjusted as functions of the local traffic condition and of the signal timing parameters at adjacent intersections. Thus, the signal timing parameters evolve dynamically using only local information to improve traffic flow. This distributed approach provides for a fault-tolerant, highly responsive traffic management system. The signal timing at an intersection is defined by three parameters: cycle time, phase split, and offset. We use fuzzy decision rules to adjust these three parameters based only on local information. The amount of change in the timing parameters during each cycle is limited to a small fraction of the current parameters to ensure smooth transition. We show the effectiveness of this method through simulation of the traffic flow in a network of controlled intersections.
机译:我们介绍了交通信号控制的分布式方法,其中给定交叉处的信号定时参数被调整为局部流量条件的功能和相邻交叉处的信号定时参数。因此,信号定时参数使用仅使用本地信息动态地演变以改善流量。这种分布式方法提供了容错高度响应的业务管理系统。交叉点处的信号定时由三个参数定义:循环时间,相位分割和偏移。我们使用模糊决策规则仅基于本地信息来调整这三个参数。每个循环期间的定时参数的变化量限于当前参数的一小部分,以确保平滑过渡。我们通过对受控交叉路网络中的交通流量进行仿真来展示该方法的有效性。

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