基于队列的自动驾驶车辆交叉口管理系统

M. Bashiri, C. Fleming
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引用次数: 48

摘要

智能交通系统的最新进展表明,道路上将逐渐充斥着能够在彼此之间和基础设施之间进行通信的自动驾驶汽车。自动路口管理是更具挑战性的交通场景之一,它涉及协调自动驾驶车辆通过冲突区域的运动。从机动性和环境影响的角度来看,交叉口管理也是潜在的更有益的交通场景之一。本文提出了一种基于队列的协同交叉口管理方法。我们断言,利用自动驾驶车辆的队列能力可以提高十字路口任何政策的效率,就每辆车的平均延迟时间而言,并且可以减少十字路口附近的通信开销,其因素可达平均队列大小。我们还开发了一种新的自主交叉口管理方法,通过允许一个排在冲突区域随时保证交通安全。在模拟环境中,我们研究了在单4路交叉路口的简单停车标志上排队的影响,并根据每辆车的平均延迟和通信开销报告了结果。此外,我们在模拟环境中评估了所提出方法的性能,并比较了每辆车的平均等待时间以及与停止标志的延迟变化的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A platoon-based intersection management system for autonomous vehicles
Recent advancements in Intelligent Transportation Systems suggest that the roads will gradually be filled with autonomous vehicles that are able to drive themselves while communicating with each other and the infrastructure. Autonomous intersection management is among the more challenging traffic scenarios, which involves coordinating the movement of autonomous vehicles through a conflict zone. Intersection management is also potentially one of the more beneficial traffic scenarios in terms of mobility and environmental impact. In this paper we propose a platoon-based approach for the cooperative intersection management problem. We assert that leveraging the platooning capability of autonomous vehicles could improve the efficiency of any policy at an intersection, in terms of average delay time per vehicle and can reduce the communication overhead in the vicinity of intersections by a factor of up to the average platoon size. We also develop a new autonomous intersection management method that guarantees the safety of traffic by allowing one platoon in the conflict zone at any time. We examine the effects of platooning on a simple stop sign at a single 4-way intersection in a simulated environment and report the results in terms of average delay per vehicle and communication overhead. Moreover, we evaluate the performance of the proposed method in a simulated environment and compare the results in terms of average wait time per vehicle and variance in delay with that of a stop sign.
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