Using Task Switching to Explain Effects of Non-Driving Related Activities on Takeover and Manual Driving Behavior Following Level 3 Automated Driving

Elisabeth Shi, K. Bengler
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Abstract

Effects of non-driving related activities performed during Level 3 automated driving phases on following takeover behavior have been investigated in multiple studies. If studies refer to a theoretical basis, usually the task switching paradigm is referred to, while at the same time multiple task performance theories are applied to explain effects of previously performed non-driving related activities on following takeover behavior. In this article, we apply task switching theory to explain and predict non-driving related activities’ effects on takeover and following manual driving behavior. Additionally, we report experimental work in progress that investigates the theoretical basis in a real driving setting on a test track using a Wizard-of-Oz vehicle to simulate Level 3 driving automation in traffic jams on highways. We aim to contribute to differentiation approaches for non-driving related activities’ effects on takeover and following manual driving behavior. Furthermore, this study can provide insights into user behavior under real driving situations.
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利用任务切换解释非驾驶相关活动对3级自动驾驶后接管和手动驾驶行为的影响
多项研究调查了Level 3自动驾驶阶段进行的非驾驶相关活动对后续接管行为的影响。如果研究涉及理论基础,通常涉及任务转换范式,同时运用多重任务绩效理论来解释先前进行的非驾驶相关活动对后续接管行为的影响。本文运用任务转换理论来解释和预测非驾驶相关活动对接管和跟随手动驾驶行为的影响。此外,我们报告了正在进行的实验工作,研究了在测试轨道上真实驾驶环境下的理论基础,使用Wizard-of-Oz车辆模拟高速公路交通拥堵中的3级自动驾驶。我们的目标是为非驾驶相关活动对接管和跟随手动驾驶行为的影响提供差异化方法。此外,本研究还可以深入了解真实驾驶情况下的用户行为。
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