尼日利亚akure两个相互依赖的十字路口的智能交通信号控制系统

Ajibesin Samson, Ponnle Akinlolu, Oyedepo Olugbenga
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引用次数: 0

摘要

城市人口和车辆数量的不断增长,加上低效的交通管理,导致了道路网络的交通拥堵。在这项工作中,为尼日利亚阿库雷的两个相互依存的十字路口开发了一个智能/智能交通信号控制系统。这项工作中开发的系统使用深度学习和计算机视觉技术来估计交通密度,并使用这些信息根据估计的交通密度自适应地切换交通信号。仿真结果表明,在30分钟的仿真中,可以实现32个信号周期,967辆车可以在这两个相互依存的十字路口行驶
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SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA
The increasing growth in urban population and vehicular volume coupled with inefficient traffic management results in traffic congestion on road networks. In this work, a smart/intelligent traffic signal control system was developed for two inter-dependent intersections in Akure, Nigeria. The system developed in this work uses deep learning and computer vision techniques to estimate the density of traffic and uses this information to adaptively switch traffic signals based on the traffic density estimated. Simulation results show that in 30 minutes of simulation, 32 signal cycles can be achieved and 967 vehicles can move at these two inter-dependent intersections
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发文量
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审稿时长
6 weeks
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