改进和简化参考轨迹的生成使用道路对齐坐标系

J. Hudeček, L. Eckstein
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引用次数: 5

摘要

自动驾驶车辆的短期运动规划通常需要参考路径作为输入,以优化不同车辆状态之间的乘坐质量。本文提出了一种简化参考路径生成的新方法。它基于将当前车辆环境中的行驶路线和所有相关物体转换为消除道路曲率的道路对齐坐标系统的思想。在此基础上,利用几何原语构造合适的路径,并将其转换回原始坐标系。当在生成过程中考虑时,生成的参考路径保证尊重车辆动力学并进行碰撞检查。
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Improving and simplifying the generation of reference trajectories by usage of road-aligned coordinate systems
Short term motion planners for automated vehicles typically require a reference path as input to optimize the ride quality between distinct vehicle states. This paper presents a novel approach to simplify the generation of such reference paths. It is based on the idea of converting the driving route and all relevant objects from the current vehicle's environment into a road-aligned coordinate system eliminating road's curvature. Based on this, a suitable path using geometric primitives can be constructed, which is then converted back into the original coordinate system. When considered during generation, the resulting reference path guarantees to respect vehicle kinodynamics and is checked against collisions.
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