Human system patterns for interaction and cooperation of automated vehicles and humans

IF 0.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS At-Automatisierungstechnik Pub Date : 2023-04-01 DOI:10.1515/auto-2022-0160
F. Flemisch, Marcel Usai, G. Weßel, N. Herzberger
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Abstract

Abstract As the first automated driving functions are now finding their way into serial production vehicles, the focus of research and development has shifted from purely automated capabilities to cooperative systems, i.e. cooperation between vehicles, and vehicle automation with drivers. Especially in partially and highly automated cooperative driving the driver should be able to take over the driving task or adapt the driving behavior. This paper presents the pattern approach to cooperation as a method to recognize and solve reoccurring problems. As an example, the pattern approach is applied to the use case of a takeover request on a highway. The concept of Confidence Horizons, which balance the capabilities of the driver and the automation based on cooperative interaction patterns, is introduced. To estimate the human capabilities for this Confidence Horizon, a Diagnostic Takeover Request is used, in which the automation analyzes the driver’s orientation reaction to a takeover request. This allows the early detection of potentially unsafe takeovers reducing possible transitions to a Minimum Risk Maneuver (MRM).
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自动驾驶车辆与人类互动与合作的人类系统模式
随着第一批自动驾驶功能进入量产车辆,研发的重点已经从单纯的自动化能力转向协同系统,即车辆之间的合作,以及车辆与驾驶员的自动化。特别是在部分和高度自动化的协同驾驶中,驾驶员应该能够接管驾驶任务或适应驾驶行为。本文提出了合作的模式方法,作为一种识别和解决重复问题的方法。例如,模式方法应用于高速公路上的接管请求用例。引入了基于协作交互模式平衡驾驶员能力和自动化能力的信任边界概念。为了估计这个信心范围的人类能力,使用了诊断接管请求,其中自动化分析驾驶员对接管请求的方向反应。这允许早期发现潜在的不安全收购,减少可能过渡到最小风险机动(MRM)。
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来源期刊
At-Automatisierungstechnik
At-Automatisierungstechnik 工程技术-自动化与控制系统
CiteScore
2.00
自引率
10.00%
发文量
99
审稿时长
6-12 weeks
期刊介绍: Automatisierungstechnik (AUTO) publishes articles covering the entire range of automation technology: development and application of methods, the operating principles, characteristics, and applications of tools and the interrelationships between automation technology and societal developments. The journal includes a tutorial series on "Theory for Users," and a forum for the exchange of viewpoints concerning past, present, and future developments. Automatisierungstechnik is the official organ of GMA (The VDI/VDE Society for Measurement and Automatic Control) and NAMUR (The Process-Industry Interest Group for Automation Technology). Topics control engineering digital measurement systems cybernetics robotics process automation / process engineering control design modelling information processing man-machine interfaces networked control systems complexity management machine learning ambient assisted living automated driving bio-analysis technology building automation factory automation / smart factories flexible manufacturing systems functional safety mechatronic systems.
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