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基于眼动相关电位的拖拉机操纵杆开关布局评估

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

作者信息

Yoshioka Naohito, Kimura Tomohiro, Shu Yuzhuo, Okamatsu Taro, Araki Nobuyuki, Ohsuga Mieko

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:4807-4810. doi: 10.1109/EMBC44109.2020.9176280.

Abstract

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.

摘要

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。根据日本国立农业和食品研究组织的一份报告,HMI布局常常与操作员的预期不同。这种预期与现实之间的差距导致了操作员失误和市场投诉。然而,很少有报告从人体工程学角度对这些布局进行评估。我们之前的研究表明,通过在显示屏上使用车辆驾驶舱图片进行辨别任务时,事件相关电位(ERP)的P300成分的幅度可以评估这种差距。然而,在实际驾驶和操作情况下,会发生眼球运动。在这种情况下,可以使用与眼动注视相关的电位(EFRP)。EFRP出现在扫视结束时,扫视是眼睛在注视点之间的快速移动。据报道,其正向成分,即λ反应,反映了人类对视觉目标的注意力水平。我们假设,如果HMI布局与用户预期不同,操作会变得困难,并且用户在操作过程中对目标的注意力会降低。为了证实这一假设,在拖拉机实际操作过程中,改变耕耘机开关位置进行了一项实验。参与者为13名有拖拉机操作经验的成年男性。当开关位置与用户预期不同时,λ波的幅度降低,这反映了由于耕耘机操作难度增加导致的注意力下降。我们建议,λ反应的幅度可以用作优化开关位置的评估指标。

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