主动制动对交通流量和道路吞吐量的影响

A. Riener, A. Ferscha
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引用次数: 14

摘要

随着普适计算技术在车辆中的出现,驾驶已经从一项主动的转向任务转变为一项关于驾驶员-车辆反馈回路的交互或适应任务。到目前为止,车辆界面大多是从一个驾驶员和一辆车的角度来评估的,然而,驾驶是一个更复杂的任务,除了局部交互之外,还涉及特定利益社区中所有汽车之间的相互关系。本研究研究的问题是车辆的局部参数(如车速、制动参数)如何影响该系统的全局行为(交通拥堵、行驶速度变化、吞吐量)。为了探讨这一点,我们开发了两个流量模型,并使用NetLogo仿真环境进行了仿真。仿真结果表明,车厢间距离对列车吞吐量和平均行程时间都有直接影响。在第二种先进模型中,采用振动触觉驾驶员通知的主动驾驶方法与简单的手动驱动情况相比,在这些参数方面取得了更好的结果。最后,研究结果证明了原型的实现是合法的,并将这种技术安装到大量的汽车中,以便为在真实驾驶场景中改善交通流量和降低交通事故概率提供证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of Proactive Braking on Traffic Flow and Road Throughput
With the emergence of pervasive computing technologiesinto vehicles, driving has moved from an active task of steering towards an interaction or adaptation task withrespect to the driver-vehicle feedback loop. Up to now vehicular interfaces have mostly been evaluated from a single-driver single-car viewpoint, however, driving is a more complex task involving – beside the local interaction – the interrelationship between all the cars in a certain community of interest.The question investigated in this research work is how avehicle’s local parameters in a bulk of cars (e. g. vehicle speed, braking parameters) affect the global behavior of this system (traffic congestion, driving speed variation, throughput). To explore this, two traffic models have been developed and simulated using the NetLogo simulation environment.Simulation results have shown that the intercar distance hasa direct impact on both the throughput and the mean triptime. The proactive driving approach using vibro-tactile driver notification followed in the second, advanced model achieved much better results regarding these parameters compared to the simple manual-driven case. Finally, the outcomes legitimate the implementation of a prototype, and the installation of such a technology into a large number of cars in order to provide evidence for the improved traffic flow and decreased probability of traffic accidents in real driving scenarios.
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