日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

週刊ニュースレター購読
自動運転arXiv:2408.15682

条件付き自動運転におけるテイクオーバー要求時間予算の定量モデル

A quantitative model of takeover request time budget for conditionally automated driving

シェア:XThreadsFacebookLINEはてブBluesky

条件付き自動運転での運転交代に必要な時間予算を、刺激反応時間や運転経験、シナリオ要件を統合した数式で推定する手法を提案し、視覚支援の有無も考慮した。

著者: Foghor Tanshi, Dirk Söffker

分類: eess.SY, cs.CV, cs.HC, cs.RO, cs.SY

原文アブストラクト

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.

関連論文

PR本紙発行元 EmplifAI