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Harmonic Analysis and Optimization of Traffic Signal Systems

机译:交通信号系统的谐波分析与优化

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This paper develops applications of harmonic analysis for traffic signal performance evaluation and optimization. Link Performance Functions in synchronized signal networks measure delay or travel time as a function of offsets. They depend on a variety of factors, including: traffic flow characteristics, link physical characteristics, and traffic signal controls. Being periodic with the cycle time they can be modeled as a Fourier Series which is an expansion of a periodic function f(x) in terms of a sum of sines and cosines. Just a few harmonics can provide good approximations to the original functions. The paper shows how to derive the principal harmonics in terms of the underlying traffic, link and signal data. This enables one to construct a simple and very effective model for analysis, optimization and control. The paper proceeds to apply this model in two cases. The first case involves performance estimation of signal controlled intersections for planning and design purposes. The second case develops a novel Dynamic Programming optimization model which provides a rigorous procedure for signal coordination and synchronization.
机译:本文介绍了交通信号性能评估和优化的谐波分析应用。同步信号网络中的链路性能函数测量延迟或行程时间作为偏移的函数。它们依赖于各种因素,包括:交通流特性,链接物理特性和交通信号控制。与周期时间为单位,它们可以被建模为傅里叶系列,这是在阳叶和余弦之和中的周期性函数f(x)的扩展。只有几个谐波可以为原始功能提供良好的近似值。本文展示了如何在基础交通,链路和信号数据方面导出主要谐波。这使得可以为分析,优化和控制构建一个简单而非常有效的模型。本文在两种情况下进行了应用此模型。第一种案例涉及对规划和设计目的的信号控制交叉点的性能估计。第二种案例开发了一种新型动态编程优化模型,其提供了一种严格的信号协调和同步程序。

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