向安全运输系统的方向发展,包括自动驾驶和人工驾驶的混合车辆

Xi Liu, P. Kumar
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引用次数: 5

摘要

在目前的地面交通中,自动驾驶车辆的比例微不足道。预计智能汽车技术的发展,这一比例预计将在未来几十年增加,最终达到全自动运输系统。受此启发,我们研究了混合运输系统的可证明安全性问题,包括自动驾驶车辆(AVs)和人类驾驶车辆(HVs)。我们在[1]中的工作的贡献,在这里简要总结,是展示了如何将两种不同类型的车辆模型安全地集成到一个混合系统中。我们从五个方面考虑了自动驾驶汽车和hv之间的能力差异,并设计了运动规划策略和协调规则,从而实现了可证明的安全系统。我们还允许自动驾驶汽车进行队列行驶,以增加交通吞吐量。我们证明了所提出设计的全系统安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards safety of transportation systems with a mixture of automated and human-driven vehicles
The fraction of automated vehicles is negligibly small in current ground traffic. Anticipating the development of intelligent vehicle technologies, this fraction is estimated to increase in the coming decades, culminating, if ever, in a fully automated transportation system. Motivated by this we investigate the problem of provable safety for mixed transportation systems featuring both automated vehicles (AVs) as well as human-driven vehicles (HVs). The contribution of our work in [1], briefly summarized here, is in showing how to integrate the two different types of vehicle models safely into a mixed system. We take into account the differences in the capabilities between AVs and HVs in five aspects and design motion planning policies and coordination rules that result in a provably safe system. We also allow AVs to engage in platooning to increase traffic throughput. We prove system-wide safety of the proposed design.
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