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Multimodal Cue Combinations: A Possible Approach to Designing In-Vehicle Takeover Requests for Semi-autonomous Driving

机译:多模式提示组合:设计内车载收购请求的可能方法,用于半自动驾驶

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The rapid growth of autonomous vehicles is expected to improve roadway safety. However, certain levels of vehicle automation will still require drivers to 'takeover' during abnormal situations, which may lead to breakdowns in driver-vehicle interactions. To date, there is no agreement on how to best support drivers in accomplishing a takeover task. Therefore, the goal of this study was to investigate the effectiveness of multimodal alerts as a feasible approach. In particular, we examined the effects of uni-, bi-, and trimodal combinations of visual, auditory, and tactile cues on response times to takeover alerts. Sixteen participants were asked to detect 7 multimodal signals (i.e., visual, auditory, tactile, visual-auditory, visual-tactile, auditory-tactile, and visual-auditory-tactile) while driving under two conditions: with SAE Level 3 automation only or with SAE Level 3 automation in addition to performing a road sign detection task. Performance on the signal and road sign detection tasks, pupil size, and perceived workload were measured. Findings indicate that trimodal combinations result in the shortest response time. Also, response times were longer and perceived workload was higher when participants were engaged in a secondary task. Findings may contribute to the development of theory regarding the design of takeover request alert systems within (semi) autonomous vehicles.
机译:自动车辆的快速增长预计会改善道路安全。然而,某些级别的汽车自动化仍然需要驾驶员在异常情况下“收购”,这可能导致驾驶员交互中的故障。迄今为止,没有关于如何在完成收购任务时最佳支持司机的协议。因此,本研究的目标是调查多式联运警报作为可行方法的有效性。特别是,我们检查了视觉,听觉和触觉和触觉线索的效果对收购警报的响应时间的影响。要求十六位参与者检测7个多式联数信号(即,视觉,听觉,触觉,视觉触觉,视觉触觉,视听和视觉触觉),同时在两个条件下驾驶:只有SAE等级3自动化或除了执行道路标志检测任务外,SAE等级3自动化。测量了信号和道路标志检测任务,瞳孔尺寸和感知工作量的性能。调查结果表明,Trimodal组合导致最短的响应时间。此外,当参与者从事二次任务时,响应时间更长,并且在参与者参与时更高的工作量更高。调查结果可能有助于开发关于在(半)自治车内的收购请求警报系统的设计的理论。

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