远程操作:解决自动驾驶问题的圣杯?当然,但延迟很重要

S. Neumeier, Philipp Wintersberger, Anna-Katharina Frison, Armin Becher, Christian Facchi, A. Riener
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引用次数: 49

摘要

在自动驾驶领域,近年来解决了许多(技术)问题,但仍然存在许多限制,最终可能阻碍自动驾驶系统(ADS)在SAE 3级以上的部署。远程操作回退权限可能是一个很有前途的解决方案。为了使远程操作功能可靠和普遍,它将利用现有的基础设施,如蜂窝网络。不幸的是,蜂窝网络可能会受到性能变化的影响。在这项工作中,我们研究了延迟对不同驾驶场景下任务性能和感知工作量的影响。一项模拟器研究(N=28)的结果表明,延迟对驾驶表现和主观因素有负面影响,导致研究期间远程操作驾驶的信心下降。大约300毫秒的延迟已经导致驾驶性能下降,而可变延迟不会因此导致驾驶性能下降。
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Teleoperation: The Holy Grail to Solve Problems of Automated Driving? Sure, but Latency Matters
In the domain of automated driving, numerous (technological) problems were solved in recent years, but still many limitations are around that could eventually prevent the deployment of automated driving systems (ADS) beyond SAE level 3. A remote operating fallback authority might be a promising solution. In order for teleoperation to function reliably and universal, it will make use of existing infrastructure, such as cellular networks. Unfortunately, cellular networks might suffer from variable performance. In this work, we investigate the effects of latency on task performance and perceived workload for different driving scenarios. Results from a simulator study (N=28) suggest that latency has negative influence on driving performance and subjective factors and led to a decreased confidence in Teleoperated Driving during the study. A latency of about 300 ms already led to a deteriorated driving performance, whereas variable latency did not consequently deteriorate driving performance.
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