A new dynamic spatial information design framework for AR-HUD to evoke drivers’ instinctive responses and improve accident prevention

IF 5.3 2区 计算机科学 Q1 COMPUTER SCIENCE, CYBERNETICS
Jianmin Wang , Jingyan Yang , Qianwen Fu , Jie Zhang , Jun Zhang
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Abstract

Driver’s instinctive responses and skill-based behaviors enable them to react faster and better control their vehicle in dangerous situations. This study incorporated dynamic spatial information design (DSID) in an augmented reality head-up display (AR-HUD) under manual driving conditions. By integrating the skill, rule, and knowledge (SRK) taxonomy and situation awareness (SA) theory, our AR-HUD successfully evoked drivers’ instinctive responses and improved driving safety. First, we converted symbol and sign information processed at the knowledge-based and rule-based levels, respectively, into signal information processed at the skill-based level. Then we developed four AR-HUD interfaces with different dynamic designs for use in a hazardous scenario at an intersection. Finally, we investigated each design’s impact on drivers’ SA and driving performance. Experimental results demonstrated that our DSID enhanced drivers’ SA and accident-avoidance capabilities while reducing their cognitive workload. Among the four AR-HUD interfaces, the one that incorporated all three information elements under study (i.e., lateral warning, dynamic driving space, and speedometer) performed the best. This indicates that our proposed framework has potential applications in other similar dangerous driving scenarios, thus contributing to the development of safer and more efficient driving environments.

一种新的AR-HUD动态空间信息设计框架,唤起驾驶员本能反应,提高事故预防能力
驾驶员的本能反应和基于技能的行为使他们在危险情况下反应更快,更好地控制他们的车辆。本研究将动态空间信息设计(DSID)应用于手动驾驶条件下的增强现实平视显示器(AR-HUD)。AR-HUD通过整合技能、规则和知识(SRK)分类和情境感知(SA)理论,成功地激发了驾驶员的本能反应,提高了驾驶安全性。首先,我们将分别在知识和规则层面处理的符号和符号信息转换为在技能层面处理的信号信息。然后,我们开发了四个具有不同动态设计的AR-HUD界面,用于十字路口的危险场景。最后,我们研究了每种设计对驾驶员SA和驾驶性能的影响。实验结果表明,DSID在降低驾驶员认知负荷的同时,提高了驾驶员的认知能力和事故避免能力。在四种AR-HUD界面中,结合了所研究的三个信息元素(即横向警告、动态驾驶空间和速度计)的AR-HUD界面表现最好。这表明我们提出的框架在其他类似的危险驾驶场景中具有潜在的应用前景,从而有助于开发更安全、更高效的驾驶环境。
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来源期刊
International Journal of Human-Computer Studies
International Journal of Human-Computer Studies 工程技术-计算机:控制论
CiteScore
11.50
自引率
5.60%
发文量
108
审稿时长
3 months
期刊介绍: The International Journal of Human-Computer Studies publishes original research over the whole spectrum of work relevant to the theory and practice of innovative interactive systems. The journal is inherently interdisciplinary, covering research in computing, artificial intelligence, psychology, linguistics, communication, design, engineering, and social organization, which is relevant to the design, analysis, evaluation and application of innovative interactive systems. Papers at the boundaries of these disciplines are especially welcome, as it is our view that interdisciplinary approaches are needed for producing theoretical insights in this complex area and for effective deployment of innovative technologies in concrete user communities. Research areas relevant to the journal include, but are not limited to: • Innovative interaction techniques • Multimodal interaction • Speech interaction • Graphic interaction • Natural language interaction • Interaction in mobile and embedded systems • Interface design and evaluation methodologies • Design and evaluation of innovative interactive systems • User interface prototyping and management systems • Ubiquitous computing • Wearable computers • Pervasive computing • Affective computing • Empirical studies of user behaviour • Empirical studies of programming and software engineering • Computer supported cooperative work • Computer mediated communication • Virtual reality • Mixed and augmented Reality • Intelligent user interfaces • Presence ...
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