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Evaluation of the Tiller Switch Layout of a Tractor Using Eye-Fixation Related Potentials

机译:使用眼动相关电位评估拖拉机的耕作机开关布局

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The human-machine interface (HMI) of a tractor cockpit includes not only the steering wheel and pedals, but also many levers and switches. According to a report from the National Agriculture and Food Research Organization of Japan, the HMI layout often differs from the operator’s expectation. This gap between expectations and reality has led to operator errors and market complaints. However, few reports have ergonomically evaluated these arrangements. Our previous work showed that this gap can be evaluated by the amplitude of the P300 component of the event-related potentials (ERPs) for discrimination tasks by using a picture of the vehicle cockpit on the display. However, in real-world driving and operation situations, eye movements occur. In such cases, the eye-fixation related potential (EFRP) may be used. The EFRP appears at the end of a saccade, which is a rapid movement of the eyes between fixation points. Its positive component, called the lambda response, is reported to reflect the human attention level to visual targets. We hypothesize that if the HMI layout differs from the user’s expectation, operation becomes difficult and the user’s attention to the target during operation will be reduced. In order to confirm this hypothesis, an experiment was conducted during the actual operation of a tractor while changing the tiller switch position. The participants were 13 adult males with experience in tractor operations. The amplitude of the lambda wave was reduced when the switch position was different from the user’s expectations, reflecting the decrease in attention caused by the increased difficulty of operating the tiller. We suggest that the amplitude of the lambda response can be used as the evaluation index for optimizing the switch position.
机译:拖拉机驾驶舱的人机界面(HMI)不仅包括方向盘和踏板,还包括许多操纵杆和开关。根据日本国家农业和食品研究组织的报告,HMI的布局通常与运营商的期望有所不同。期望与现实之间的差距导致了操作员错误和市场投诉。但是,很少有报告按人机工程学评估这些安排。我们以前的工作表明,可以通过使用显示器上车辆驾驶舱的图片,通过事件相关电位(ERP)的P300分量的振幅来进行区分任务来评估此差距。但是,在现实世界的驾驶和操作情况下,会发生眼球运动。在这种情况下,可以使用眼固定相关电位(EFRP)。 EFRP出现在扫视的末尾,即眼球在注视点之间的快速运动。据报道,它的积极成分称为lambda响应,反映了人类对视觉目标的关注程度。我们假设,如果HMI布局与用户的期望不同,操作将变得困难,并且用户在操作过程中对目标的注意将减少。为了证实这一假设,在拖拉机的实际操作过程中进行了试验,同时改变了耕作机的开关位置。参加者为13位具有拖拉机操作经验的成年男性。当开关位置与用户的期望值不同时,λ波的振幅会减小,这反映了由于操纵杆操作难度增加而引起的注意力下降。我们建议将λ响应的幅度用作优化开关位置的评估指标。

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