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The comparison of auditory, tactile, and multimodal warnings for the effective communication of unexpected events during an automated driving scenario

机译:听觉,触觉和多模式警告的比较,用于在自动驾驶场景中有效传达意外事件

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In an automated car, users can fully engage in a distractor task, making it a primary task. Compared to manual driving, drivers can engage in tasks that are difficult to interrupt and of higher demand, the consequences can be a reduced perception of, and an impaired reaction to, warnings. In this study we compared three in-vehicle warnings (auditory, tactile, and auditory-tactile) which were presented during three highly attention capturing tasks (visual, auditory, and tactile) while the user was engaged in a self-driving car scenario, culminating in an emergency brake event where the warning was presented. The novel addition for this paper was that three set paced, attention capturing tasks, as well the three warnings were all designed in a pilot study to have comparable workload and noticeability. This enabled a direct comparison of human performance to be made between each of the attention capturing tasks, which are designed to occupy only one specific modality (auditory, visual or haptic), but remain similar in overall task demand. Results from the study showed reaction times to the tactile warning (for the emergency braking event) were significantly slower compared to the auditory and auditory-tactile (aka multimodal or multi sensory) warning. Despite the similar reaction times between the in-vehicle auditory warning and the multimodal warning, the multimodal warning led to a reduced number of missed warnings and fewer false responses. However, the auditory and auditorytactile warnings were rated significantly more startling than the tactile alone. Our results extend the literature regarding the performance benefits of multimodal warnings by comparing them with in-vehicle auditory warnings in an autonomous driving context. The setpace attention capturing tasks in this study would be of interest to other researchers to evaluate the interaction in an automated driving context, particularly with hard to interrupt and attention capturing tasks. (C) 2019 Elsevier Ltd. All rights reserved.
机译:在自动驾驶汽车中,用户可以完全参与干扰项任务,这是一项主要任务。与手动驾驶相比,驾驶员可以从事难以中断且要求更高的任务,其后果可能是对警告的感知减弱以及对警告的反应减弱。在这项研究中,我们比较了三种警告(听觉,触觉和听觉触觉),它们是在用户从事自动驾驶汽车场景时,在三个高度注意的捕获任务(视觉,听觉和触觉)中显示的,在出现警告的紧急制动事件中达到高潮。本文的新颖之处在于,在一项初步研究中设计了三组具有一定节奏的,引起注意的任务以及这三个警告,以使它们具有可比的工作量和可观性。这样就可以在每个注意力吸引任务之间进行人类绩效的直接比较,这些任务旨在仅占据一种特定的方式(听觉,视觉或触觉),但在总体任务需求上保持相似。研究结果表明,与听觉和听觉(又称多模式或多感官)警告相比,对触觉警告(对于紧急制动事件)的反应时间明显更慢。尽管车载听觉警告和多模式警告之间的反应时间相似,但多模式警告导致漏失警告的数量减少和错误响应更少。但是,听觉和听觉警告的等级比单独的触觉要高得多。我们的结果通过将多模式警告与自动驾驶环境中的车内听觉警告进行比较,扩展了有关多模式警告的性能优势的文献。其他研究人员可能会感兴趣的是,本研究中的setpace注意力吸引任务可以评估自动驾驶环境中的交互作用,尤其是在难以打断和吸引注意力的任务中。 (C)2019 Elsevier Ltd.保留所有权利。

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