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Towards an EEG Based Mental Workload Evaluation Method for Construction Workers' HMD AR Use

机译:朝着建筑工程HMD AR使用的基于脑电的心理工作量评估方法

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Augmented reality (AR), with its strong ability to enhance how a user interacts with the digital model and the real environment, has great potential to optimize the conventional construction process. Not only the design and planning phase decisions, but also the on-site job accuracy and efficiency can be improved through AR. Furthermore, the development and application of head mounted devices (HMD) provide the workers a new hands-free method to interact with digital model on the site. However, human factor aspects of HMD AR use in construction, such as human computer interaction (HCI) optimization, hardware clumsiness, and safety monitoring are still not well studied. Hence, evaluating the user's mental and physical workload can be an effective way to understand how a worker might react to this new construction mode. Since it is a new attempt to monitor the mental workload during the HMD AR use with construction activities, in this paper, we reviewed the previous studies in mental workload evaluation, and introduced a possible approach to study this problem. Different types of mental workload evaluating methods such as electroencephalogram (EEG), and NASA-TLX were discussed based on their pros and cons in this field.
机译:增强现实(AR),具有强大的增强用户如何与数字模型和实际环境互动的能力,具有优化传统施工过程的潜力。不仅是设计和规划阶段决策,还可以通过AR改善现场工作精度和效率。此外,头戴式设备(HMD)的开发和应用为工人提供了一种新的无人驾驶方法,可以在网站上与数字模型交互。然而,施工中的HMD AR的人为因子方面,例如人机相互作用(HCI)优化,硬件笨拙和安全监测仍然没有很好地研究。因此,评估用户的心理和物理工作量可以是了解工人如何对这种新建模式作出反应的有效方法。由于它是在HMD AR使用期间与施工活动期间监控心理工作量的新尝试,我们审查了先前的精神工作量评估研究,并介绍了研究这个问题的可能方法。根据本领域的利弊讨论了不同类型的精神工作量评估方法,如脑电图(EEG)和NASA-TLX。

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