接管后的条件自动驾驶能力:理解驾驶和生理信号的稳定时间
Timotej Gruden1, Sašo Tomažič1, Grega Jakus1
1Faculty of Electrical Engineering, University of Ljubljana, Tržaška cesta 25, 1000 Ljubljana, Slovenia.
Sensors (Basel, Switzerland)
|May 25, 2024
概括
自动驾驶系统将控制权移交后,驾驶员需要超过10秒才能完全稳定. 生理反应表明适应时间比驾驶性能更长,突出了自动驾驶汽车的关键安全考虑.
科学领域:
- 人与计算机在交通中的交互.
- 自动驾驶系统安全自动驾驶系统安全.
- 司机的行为和生理学.
背景情况:
- 条件自动驾驶系统要求驾驶员在转换期间重新控制驾驶.
- 接管后的阶段对于确保驾驶员和系统安全至关重要.
- 了解驾驶员稳定时间对于设计有效的人机界面至关重要.
研究的目的:
- 调查驾驶员在自动驾驶接管后稳定所需的时间.
- 在接管后阶段分析驾驶性能和生理反应.
- 为了确定各种参数的稳定时间的差异.
主要方法:
- 进行了两次涉及条件自动化的驾驶模拟器实验.
- 收集和分析驾驶信号 (如方向盘,速度) 和生理信号 (心率,皮肤导电性).
- 量化了不同测量参数实现稳定的时间.
主要成果:
- 与驾驶相关的稳定 (方向盘,速度) 在8-10秒内实现.
- 包括心率和阶段性皮肤导电性在内的生理参数显示出长时间的稳定反应.
- 在不同的测量参数中观察到稳定时间的显著变化.
结论:
- 自动驾驶接管后的驾驶员稳定是一个复杂的过程,时间动态各不相同.
- 生理反应表明,认知和情绪适应期比驾驶表现单独表明的要长.
- 通过解决关键的接管后阶段,研究结果为开发更安全,更易于使用的自动驾驶系统提供了信息.
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