Route Planning Based on Street Criteria for Autonomous Driving Vehicles

Eric Neidhardt, David Suske
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Abstract

Modern day, smart vehicles have many comfort functions and can support the driver in a variety of traffic situations. This leads to increased safety and comfort. In road traffic, however, there are many different situations. Some of them cannot completely be handled by an automated vehicle. It depends on the level of automation (SAE level) and the used technology of the vehicle if a certain situation or a specific street topology is problematic. The fastest or shortest route is therefore no longer necessarily the best route. Criteria like fuel or energy consumption are already addressed by some routing algorithms. This paper proposes that criteria such as comfort and safety should be considered in route selection of autonomous driving vehicles. For safety and to make optimum use of the automation of his vehicle, a user is willing to accept a longer journey. In this situation we are not looking for the best route, but several pareto-optimal routes. In this paper an Approach is proposed to handle different infrastructure criteria for routing autonomous driving vehicles. Because many possible criteria exist and their impact on the vehicle is related to the technology and SAE level of the vehicle, the resulting concept is designed as flexible as possible.
基于街道标准的自动驾驶车辆路线规划
如今,智能汽车具有许多舒适功能,可以在各种交通情况下支持驾驶员。这增加了安全性和舒适度。然而,在道路交通中,有许多不同的情况。其中一些任务不能完全由自动化车辆来处理。这取决于自动化水平(SAE水平)和车辆所使用的技术,如果某种情况或特定的街道拓扑是有问题的。因此,最快或最短的路线不再是最好的路线。一些路由算法已经解决了燃料或能源消耗等标准。本文提出在自动驾驶车辆的路线选择中应考虑舒适性和安全性等标准。为了安全和充分利用车辆的自动化功能,用户愿意接受更长的旅程。在这种情况下,我们寻找的不是最佳路线,而是多条帕累托最优路线。本文提出了一种处理自动驾驶车辆路由的不同基础设施标准的方法。由于存在许多可能的标准,并且它们对车辆的影响与车辆的技术和SAE水平有关,因此最终的概念设计尽可能灵活。
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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