A quantitative model of takeover request time budget for conditionally automated driving
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Abstract (arXiv)
In conditional automation, the automated driving system assumes full control and only issues a takeover request to a human driver to resume driving in critical situations. Previous studies have concluded that the time budget required by drivers to resume driving after a takeover request varies with situations and different takeover variables. However, no comprehensive generalized approaches for estimating in advance the time budget required by drivers to takeover have been provided. In this contribution, fixed (7 s) and variable time budgets (6 s, 5 s, and 4 s) with and without visual imagery assistance were investigated for suitability in three takeover scenarios using performance measures such as average lateral displacement. The results indicate that 7 s is suitable for two of the studied scenarios based on their characteristics. Using the obtained results and known relations between takeover variables, a mathematical formula for estimating takeover request time budget is proposed. The proposed formula integrates individual stimulus response time, driving experience, scenario specific requirements and allows increased safety for takeover maneuvers. Furthermore, the visual imagery resulted in increased takeover time which invariably increases the time budget. Thus the time demand of the visualized information if applicable (such as visual imagery) should be included in the time budget.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 2 of its 50 references that are in the map. First posted on arXiv 28 Aug 2024.
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References · 2
- 2016XGBoost: A Scalable Tree Boosting Systemcited by 5,120
- 2021Predicting Driver Takeover Time in Conditionally Automated Drivingcited by 4
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