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基于边缘计算的交叉口信号自动控制
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作者 孙涛 《通化师范学院学报》 2024年第10期10-14,共5页
交叉口信号控制需及时响应交通流量的变化,特别是在高峰时段,需要快速、准确地进行调整,以确保交通顺畅.为此,提出基于边缘计算的交叉口信号自动控制方法.该方法利用边缘计算预测交通交叉路口的车流量.并以最小化车辆延误时间及强化通... 交叉口信号控制需及时响应交通流量的变化,特别是在高峰时段,需要快速、准确地进行调整,以确保交通顺畅.为此,提出基于边缘计算的交叉口信号自动控制方法.该方法利用边缘计算预测交通交叉路口的车流量.并以最小化车辆延误时间及强化通行能力为目标,引入二流理论描述研究区域路网的服务水平和拥堵状态,建立交通路段的流量-密度模型,进而完成信号灯自动控制.实验结果表明:提出的方法能够准确预测交叉路口的车流量,并有效缩短车辆的排队长度,能够对交叉路口的信号灯实现有效控制. 展开更多
关键词 边缘计算 交叉口 信号控制 流量预测 路网拥堵 流量-密度模型
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An Improved Car-Following Model for Multiphase Vehicular Traffic Flow and Numerical Tests 被引量:4
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作者 LI Zhi-Peng GONG Xiao-Bo LIU Yun-Cai 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第2X期367-373,共7页
This paper attempts to introduce an improved difference model that modifies a car-following model, which takes the next-nearest-neighbor interaction into account. The hnprovement of this model over the previous one li... This paper attempts to introduce an improved difference model that modifies a car-following model, which takes the next-nearest-neighbor interaction into account. The hnprovement of this model over the previous one lies in that it performs more realistically in the dynamical motion for small delay time. The traffic behavior of the improved model is investigated with analytic and numerical methods with the finding that the new consideration could further stabilize traffic flow. And some simulation tests verify that the proposed model can demonstrate some complex physical features observed recently in real traffic such as the existence of three phases: free flow, coexisting flow, and jam flow; spontaneous formation of density waves; sudden flow drop in flow-density plane; traffic hysteresis in transition between the free and the coexisting flow. Furthermore, th.e improved model also predicts that the stable state to relative density in the coexisting flow is insusceptible to noise. 展开更多
关键词 car-following models density waves traffic flow
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