自动驾驶车辆紧急机动控制:地形的影响

John K. Subosits, J. C. Gerdes
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引用次数: 18

摘要

当试图在紧急情况下行驶无碰撞路径时,汽车受到轮胎通过摩擦所能产生的力的限制。道路的地形会影响轮胎的受力,因此自动驾驶汽车沿着预期路径行驶的能力取决于路径的三维形状,而不是二维。在本文中,我们推导了一个模型,该模型捕捉了道路地形对轮胎力的影响,并用于计算给定路径可以遵循的速度。实验证据用于支持这样的结论,即考虑地形,特别是道路的垂直曲率,对于良好的路径跟踪性能至关重要,即使是对最大摩擦的保守估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autonomous vehicle control for emergency maneuvers: The effect of topography
When attempting to drive collision-free paths in emergency situations, automobiles are limited by the amount of force their tires can produce through friction. A road's topography affects the tire forces, so the ability of an autonomous vehicle to follow a desired path depends on the shape of the path in three, not two, dimensions. In this paper, a model that captures the effects of road topography on tire forces is derived and used to compute the speeds at which a given path can be followed. Experimental evidence is used to support the conclusion that accounting for topography, particularly the vertical curvature of the road, is critical for good path tracking performance even with a conservative estimate of maximum friction.
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