Literature DB >> 33705213

The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving.

Remo M A Van der Heiden1, J Leon Kenemans1, Stella F Donker1, Christian P Janssen1.   

Abstract

OBJECTIVE: We experimentally test the effect of cognitive load on auditory susceptibility during automated driving.
BACKGROUND: 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.
METHOD: Twenty-four participants were driven in a simulated automated car. Concurrently, they performed a task with two levels of cognitive load: repeat a noun or generate 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.
RESULTS: 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.
CONCLUSION: Engaging in other tasks during automated driving decreases auditory susceptibility as indicated by a reduced fP3. APPLICATION: 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.

Entities:  

Keywords:  autonomous driving; cognitive neuroscience; distractions and interruptions; dual task; mental workload

Mesh:

Year:  2021        PMID: 33705213      PMCID: PMC9574901          DOI: 10.1177/0018720821998850

Source DB:  PubMed          Journal:  Hum Factors        ISSN: 0018-7208            Impact factor:   3.598


  35 in total

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5.  Control task substitution in semiautomated driving: does it matter what aspects are automated?

Authors:  Oliver Carsten; Frank C H Lai; Yvonne Barnard; A Hamish Jamson; Natasha Merat
Journal:  Hum Factors       Date:  2012-10       Impact factor: 2.888

6.  The influence of cognitive load on susceptibility to audio.

Authors:  Remo M A van der Heiden; Christian P Janssen; Stella F Donker; J Leon Kenemans
Journal:  Acta Psychol (Amst)       Date:  2020-03-19

7.  Is partially automated driving a bad idea? Observations from an on-road study.

Authors:  Victoria A Banks; Alexander Eriksson; Jim O'Donoghue; Neville A Stanton
Journal:  Appl Ergon       Date:  2017-11-22       Impact factor: 3.661

8.  Telephone conversation impairs sustained visual attention via a central bottleneck.

Authors:  Melina A Kunar; Randall Carter; Michael Cohen; Todd S Horowitz
Journal:  Psychon Bull Rev       Date:  2008-12

9.  Auditory Task Irrelevance: A Basis for Inattentional Deafness.

Authors:  Menja Scheer; Heinrich H Bülthoff; Lewis L Chuang
Journal:  Hum Factors       Date:  2018-03-26       Impact factor: 2.888

10.  Steering Demands Diminish the Early-P3, Late-P3 and RON Components of the Event-Related Potential of Task-Irrelevant Environmental Sounds.

Authors:  Menja Scheer; Heinrich H Bülthoff; Lewis L Chuang
Journal:  Front Hum Neurosci       Date:  2016-03-01       Impact factor: 3.169

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