ADAS的能量约束轨迹生成

Jérémie Daniel, A. Birouche, Jean-Philippe Lauffenburger, M. Basset
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引用次数: 8

摘要

提出了一种适用于高级驾驶辅助系统(ADAS)的约束轨迹生成方法。基于导航系统数字地图数据库提供的信息,并考虑道路轮廓、车辆和驾驶员的不同约束条件,凸优化算法生成特定的基于样条的轨迹。这些轨迹的特点是安全的,它们保持在车道边界内,同时最小化沿路径的能量准则,最后,它们是曲率连续的。该方法已在若干道路上进行了测试,结果表明了能量约束轨迹生成方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy constrained trajectory generation for ADAS
This paper presents a new constrained trajectory generation method dedicated to Advanced Driver Assistance Systems (ADAS). Based on the information provided by the digital map database of a navigation system, and considering different constraints related to the road profile, the vehicle and the driver, a convex optimization algorithm generates specific Spline-based trajectories. Characteristically, these trajectories are safe, they stay within the traffic lane borders, at the same time minimize an energy criterion along the path, and finally, they are curvature continuous. The present solution has been tested on several roads and the results show the efficiency of the energy constrained trajectory generation method.
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