在不伦瑞克城市交通中实现自动驾驶的轨迹规划器中综合处理路段

J. Wille, F. Saust, M. Maurer
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引用次数: 15

摘要

随着“Stadtpilot”项目的宣布,Technische Universität不伦瑞克已经接受了在不伦瑞克整个环城公路的复杂环境中完全自主引导车辆的挑战。在这条双车道城市道路上的自动驾驶包括与交通的互动、十字路口的行为、时速高达60公里的变道机动以及融入移动的交通。苛刻的环境条件要求所有模块都具有极高的精度。与以往的自动驾驶研究活动相比,环形道路的道路宽度变化较大,既有接近车辆转弯半径的窄弯道,也有笔直的道路。因此,在“Stadtpilot”项目的背景下,实现了一种以综合处理路径规划段为特色的轨道规划新方法,并取得了第一次重大成功。在整个道路上生成曲率优化轨迹,而不依赖于找到驾驶决策的方式,从而实现安全、平稳、舒适的驾驶行为。本文介绍了该算法,并以一个典型的环形道路驾驶动作为例,说明了该算法的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive treated sections in a trajectory planner for realizing autonomous driving in Braunschweig'S urban traffic
With the announcement of the “Stadtpilot”- Project the Technische Universität Braunschweig has accepted the challenge of guiding a vehicle fully autonomously in the complex environment of Braunschweig's entire ring road. Autonomous driving on this two-lane urban road includes interaction with traffic, behavior at intersections, lane change maneuvers at speeds up to 60 km/h as well as merging into moving traffic. The demanding terms of the surroundings require an extremely high precision of all modules. Compared to former research activities in autonomous driving, the width of the ring road's roadway varies significantly and has both narrow curves close to the turn radius of the vehicle and straight roads. Therefore, a new approach for trajectory planning having the comprehensive treatment of path-planned sections as its distinctive feature has been realized and the first major success within the context of the “Stadtpilot”-Project. Curvature optimized trajectories are generated over the whole roadway that are independent from the way driving decision are found, resulting in a safe, smooth and comfortable driving behavior. This paper introduces the algorithm and shows its potential on the basis of a typical driving maneuver on the ring road.
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