Cooperative Vehicle-Actuator System: A sequence-based optimal solution algorithm as tool for evaluating policies

Florent Perronnet, A. Abbas-Turki, A. El-Moudni, J. Buisson, Renan Zeo
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引用次数: 6

Abstract

Traffic lights are used worldwide for over 100 years. This solution has proved its efficiency especially in urban areas. Nevertheless the complexity of resource sharing problem grows with the increasing number of personal vehicles and the rise of emerging mobility systems. Traffic lights suffer from a lack of flexibility and are not anymore adapted to modern cities. Fortunately the evolution of technology offers efficient positioning and communication systems which permit to imagine a new way to control traffic, the Cooperative Intersection Management (CIM). We have defined a precise protocol named Cooperative Vehicle-Actuator System (CVAS). Real tests have proved the feasibility of the protocol. In this paper we present a sequence-based algorithm based on dynamic programming which aims to find the optimal solution for an isolated intersection. The goal is to have a tool for evaluating real-time policies in simulations. We use a 3D simulator in order to check the efficiency of the algorithm by a comparison with classical traffic lights.
协同车辆执行器系统:一种基于序列的最优解算法作为策略评估工具
交通灯在世界范围内使用了100多年。这种解决方案已被证明是有效的,特别是在城市地区。然而,随着个人车辆数量的增加和新兴移动系统的兴起,资源共享问题的复杂性也随之增加。交通灯缺乏灵活性,不再适应现代城市。幸运的是,技术的发展提供了有效的定位和通信系统,使我们能够设想一种新的交通控制方式,即合作交叉口管理(CIM)。我们定义了一个精确的协议,称为协同车辆执行器系统(CVAS)。实际试验证明了该方案的可行性。本文提出了一种基于动态规划的序列算法,用于求解孤立交叉口的最优解。目标是有一个工具来评估模拟中的实时策略。为了验证算法的有效性,我们使用了一个三维模拟器,并与经典交通灯进行了比较。
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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