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SURTRAC: Scalable Urban Traffic Control

机译:SURTRAC:可扩展的城市交通控制

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This paper defines and evaluates a pilot implementation of a recently developed approach to realtime,adaptive traffic signal control. The pilot system, which is called SURTRAC (Scalable UrbanTraffic Control), integrates concepts from traffic control theory with recent work in the field ofmulti-agent planning and has several important distinguishing characteristics. First, to promotescalability and reliability, SURTRAC operates in a totally decentralized manner; each intersectionindependently and asynchronously allocates its green time, based on current incoming vehicleflows. Second, SURTRAC aims at managing urban (grid-like) road networks with multiple (competing)traffic flows; network-level coordination is accomplished by communicating projected outflowsto downstream neighbors, which gives these intersections a more informed basis for locallybalancing competing inflows while simultaneously promoting establishment of larger "green corridors".Third, SURTRAC truly operates in real-time; each intersection recomputes its allocationplan and re-communicates projected outflows as frequently as once per second in rolling horizonfashion, enabling both effective operation in tightly spaced signal networks and responsiveness tosudden changes in traffic conditions. After describing our basic approach to adaptive traffic signalcontrol and the pilot implementation of SURTRAC, we present the results of a field test conductedon a nine-intersection road network in the East Liberty section of Pittsburgh, Pennsylvania. In thispilot test, SURTRAC is seen to achieve major reductions in travel times and vehicle emissions overpre-existing signal control.
机译:本文定义并评估了最近开发的实时方法的试验实施, 自适应交通信号控制。试点系统,称为SURTRAC(可扩展城市) 交通控制),将交通控制理论中的概念与以下领域的最新工作相结合: 多主体规划并具有几个重要的区别特征。一,推广 可扩展性和可靠性,SURTRAC以完全分散的方式运行;每个路口 根据当前传入的车辆独立并异步分配其绿灯时间 流。其次,SURTRAC旨在管理具有多个(竞争性)竞争关系的城市(网格状)道路网络 交通流量;网络级别的协调是通过交流预计的流出量来完成的 下游邻居,这为这些交叉路口提供了更多本地信息的基础 平衡竞争资金流入,同时促进建立更大的“绿色走廊”。 第三,SURTRAC真正实时地运行。每个路口重新计算其分配 在滚动范围内,每秒至少计划和重新计划一次预计的流出量 方式,既可以在紧密间隔的信号网络中有效运行,又可以对 交通状况突然发生变化。在描述了我们适应交通信号的基本方法之后 控制和SURTRAC的试点实施,我们介绍了进行的现场测试的结果 在宾夕法尼亚州匹兹堡东自由区的九个交叉路口的道路上。在这个 进行先导测试后,SURTRAC可以大大减少旅行时间和减少车辆排放 预先存在的信号控制。

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