8125 Utrecht University, Netherlands.
Hum Factors. 2022 Nov;64(7):1195-1209. doi: 10.1177/0018720821998850. Epub 2021 Mar 11.
We experimentally test the effect of cognitive load on auditory susceptibility during automated driving.
In automated vehicles, auditory alerts are frequently used to request human intervention. To ensure safe operation, human drivers need to be susceptible to auditory information. Previous work found reduced susceptibility during manual driving and in a lesser amount during automated driving. However, in practice, drivers also perform nondriving tasks during automated driving, of which the associated cognitive load may further reduce susceptibility to auditory information. We therefore study the effect of cognitive load during automated driving on auditory susceptibility.
Twenty-four participants were driven in a simulated automated car. Concurrently, they performed a task with two levels of cognitive load: a noun or a verb that expresses the use of this noun. Every noun was followed by a probe stimulus to elicit a neurophysiological response: the frontal P3 (fP3), which is a known indicator for the level of auditory susceptibility.
The fP3 was significantly lower during automated driving with cognitive load compared with without. The difficulty level of the cognitive task (repeat or generate) showed no effect.
Engaging in other tasks during automated driving decreases auditory susceptibility as indicated by a reduced fP3.
Nondriving task can create additional cognitive load. Our study shows that performing such tasks during automated driving reduces the susceptibility for auditory alerts. This can inform designers of semi-automated vehicles (SAE levels 3 and 4), where human intervention might be needed.
我们通过实验测试认知负荷对自动驾驶过程中听觉敏感性的影响。
在自动驾驶车辆中,听觉警报通常用于请求人为干预。为了确保安全操作,人类驾驶员需要对听觉信息保持敏感。先前的研究发现,在手动驾驶和自动驾驶时,听觉敏感性会降低。然而,在实际中,驾驶员在自动驾驶时也会执行非驾驶任务,其中的认知负荷可能会进一步降低对听觉信息的敏感性。因此,我们研究了自动驾驶过程中的认知负荷对听觉敏感性的影响。
24 名参与者在模拟自动驾驶汽车中进行驾驶。同时,他们执行了一项具有两个认知负荷水平的任务:一个名词或一个动词,表达对该名词的使用。每个名词后都会跟随一个探测刺激,以引发神经生理反应:即额部 P3(fP3),它是听觉敏感性的已知指标。
与无认知负荷相比,自动驾驶时认知负荷会显著降低 fP3。认知任务的难度水平(重复或生成)没有影响。
在自动驾驶过程中从事其他任务会降低听觉敏感性,这表现为 fP3 降低。
非驾驶任务会产生额外的认知负荷。我们的研究表明,在自动驾驶过程中执行此类任务会降低对听觉警报的敏感性。这为半自动驾驶车辆(SAE 级别 3 和 4)的设计者提供了信息,因为在这些车辆中可能需要人为干预。