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Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation

机译:在碰撞避免和车辆稳定性方面比较和验证驾驶员转向行为的模型

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摘要

A number of driver models were fitted to a large data set of human truck driving, from a simulated near-crash, low-friction scenario, yielding two main insights: steering to avoid a collision was best described as an open-loop manoeuvre of predetermined duration, but with situation-adapted amplitude, and subsequent vehicle stabilisation could to a large extent be accounted for by a simple yaw rate nulling control law. These two phenomena, which could be hypothesised to generalise to passenger car driving, were found to determine the ability of four driver models adopted from the literature to fit the human data. Based on the obtained results, it is argued that the concept of internal vehicle models may be less valuable when modelling driver behaviour in non-routine situations such as near-crashes, where behaviour may be better described as direct responses to salient perceptual cues. Some methodological issues in comparing and validating driver models are also discussed.
机译:从模拟的近碰撞,低摩擦情况出发,将许多驾驶员模型拟合到大型卡车驾驶数据集,得出两个主要见解:避免碰撞的转向最好描述为预先确定的开环操作持续时间,但具有随情况而变的幅度,以及随后的车辆稳定在很大程度上可以通过简单的偏航率归零控制定律来解释。发现这两种现象,可以假设这些现象推广到乘用车,确定了从文献中采用的四种驾驶员模型拟合人类数据的能力。根据获得的结果,有人认为,在非常规情况下(例如接近崩溃)对驾驶员行为建模时,内部车辆模型的概念可能没有那么有价值,在这种情况下,行为可以更好地描述为对显性感知线索的直接响应。还讨论了比较和验证驱动程序模型的一些方法学问题。

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