A wearable virtual touch system for IVIS in cars

IF 2.2 3区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal on Multimodal User Interfaces Pub Date : 2021-06-22 DOI:10.1007/s12193-021-00377-9
Gowdham Prabhakar, Priyam Rajkhowa, Dharmesh Harsha, Pradipta Biswas
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引用次数: 3

Abstract

In automotive domain, operation of secondary tasks like accessing infotainment system, adjusting air conditioning vents, and side mirrors distract drivers from driving. Though existing modalities like gesture and speech recognition systems facilitate undertaking secondary tasks by reducing duration of eyes off the road, those often require remembering a set of gestures or screen sequences. In this paper, we have proposed two different modalities for drivers to virtually touch the dashboard display using a laser tracker with a mechanical switch and an eye gaze switch. We compared performances of our proposed modalities against conventional touch modality in automotive environment by comparing pointing and selection times of representative secondary task and also analysed effect on driving performance in terms of deviation from lane, average speed, variation in perceived workload and system usability. We did not find significant difference in driving and pointing performance between laser tracking system and existing touchscreen system. Our result also showed that the driving and pointing performance of the virtual touch system with eye gaze switch was significantly better than the same with mechanical switch. We evaluated the efficacy of the proposed virtual touch system with eye gaze switch inside a real car and investigated acceptance of the system by professional drivers using qualitative research. The quantitative and qualitative studies indicated importance of using multimodal system inside car and highlighted several criteria for acceptance of new automotive user interface.

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一种用于车载IVIS的可穿戴式虚拟触摸系统
在汽车领域,操作信息娱乐系统、调节空调通风口、侧后视镜等次要任务会分散驾驶员的驾驶注意力。虽然现有的方式,如手势和语音识别系统,通过减少眼睛离开道路的时间来帮助完成次要任务,但这些通常需要记住一组手势或屏幕序列。在本文中,我们提出了两种不同的模式,让驾驶员使用带有机械开关和眼睛注视开关的激光跟踪器虚拟触摸仪表板显示器。我们通过比较代表性次要任务的指向和选择时间,比较了我们提出的模式与传统触摸模式在汽车环境中的性能,并从偏离车道、平均速度、感知工作量变化和系统可用性等方面分析了对驾驶性能的影响。我们发现激光跟踪系统与现有触摸屏系统在驱动和指向性能上没有显著差异。实验结果还表明,采用眼睛注视开关的虚拟触摸系统的驱动和指向性能明显优于机械开关。我们在一辆真实的汽车中评估了所提出的带有眼睛注视切换的虚拟触摸系统的功效,并使用定性研究调查了专业驾驶员对该系统的接受程度。定量和定性研究表明了在车内使用多模式系统的重要性,并强调了接受新的汽车用户界面的几个标准。
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来源期刊
Journal on Multimodal User Interfaces
Journal on Multimodal User Interfaces COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
6.90
自引率
3.40%
发文量
12
审稿时长
>12 weeks
期刊介绍: The Journal of Multimodal User Interfaces publishes work in the design, implementation and evaluation of multimodal interfaces. Research in the domain of multimodal interaction is by its very essence a multidisciplinary area involving several fields including signal processing, human-machine interaction, computer science, cognitive science and ergonomics. This journal focuses on multimodal interfaces involving advanced modalities, several modalities and their fusion, user-centric design, usability and architectural considerations. Use cases and descriptions of specific application areas are welcome including for example e-learning, assistance, serious games, affective and social computing, interaction with avatars and robots.
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