Decentralized traffic management: A synchronization-based intersection control

M. Tlig, O. Buffet, Olivier Simonin
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引用次数: 22

Abstract

Controlling the vehicle traffic in large networks remains an important challenge in urban environments and transportation systems. Autonomous vehicles are today considered as a promising approach to deal with traffic control. In this paper, we propose a synchronization-based intersection control mechanism to allow the autonomous vehicle-agents to cross without stopping, i.e., in order to avoid congestions (delays) and energy loss. We decentralize the problem by managing the traffic of each intersection independently from others. We define control agents which are able to synchronize the multiple flows of vehicles in each intersection, by alternating vehicles from both directions. We present experimental results in simulation, which allow to evaluate the approach and to compare it with a traffic light strategy. These results show the important gain in terms of time and energy at an intersection and in a network.
分散交通管理:基于同步的交叉口控制
在城市环境和交通系统中,控制大型网络中的车辆交通仍然是一个重要的挑战。如今,自动驾驶汽车被认为是处理交通控制的一种很有前途的方法。在本文中,我们提出了一种基于同步的交叉口控制机制,以允许自动车辆代理不停车地通过,即避免拥堵(延迟)和能量损失。我们通过独立管理每个十字路口的交通来分散这个问题。我们定义了控制代理,它能够通过交替两个方向的车辆来同步每个十字路口的多个车辆流。我们在模拟中给出了实验结果,可以评估该方法并将其与交通灯策略进行比较。这些结果表明,在交叉路口和网络中,在时间和精力方面获得了重要的收益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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