Evaluation of Teleoperation Concepts to Solve Automated Vehicle Disengagements

IF 4.6 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
David Brecht;Nils Gehrke;Tobias Kerbl;Niklas Krauss;Domagoj Majstorović;Florian Pfab;Maria-Magdalena Wolf;Frank Diermeyer
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Abstract

Teleoperation is a popular solution to remotely support highly automated vehicles through a human remote operator whenever a disengagement of the automated driving system is present. The remote operator wirelessly connects to the vehicle and solves the disengagement through support or substitution of automated driving functions and therefore enables the vehicle to resume automation. There are different approaches to support automated driving functions on various levels, commonly known as teleoperation concepts. A variety of teleoperation concepts is described in the literature, yet there has been no comprehensive and structured comparison of these concepts, and it is not clear what subset of teleoperation concepts is suitable to enable safe and efficient remote support of highly automated vehicles in a broad spectrum of disengagements. The following work establishes a basis for comparing teleoperation concepts through a literature overview on automated vehicle disengagements and on already conducted studies on the comparison of teleoperation concepts and metrics used to evaluate teleoperation performance. An evaluation of the teleoperation concepts is carried out in an expert workshop, comparing different teleoperation concepts using a selection of automated vehicle disengagement scenarios and metrics. Based on the workshop results, a set of three teleoperation concepts is derived that can be used to address a wide variety of automated vehicle disengagements in a safe and efficient way. This set includes the Remote Driving concept Shared Control as well as Collaborative Planning and Perception Modification from the Remote Assistance category.
评估解决自动驾驶车辆脱离问题的远程操作概念
远程操作(Teleoperation)是一种流行的解决方案,可在自动驾驶系统脱离时,通过人工远程操作员为高度自动驾驶车辆提供远程支持。远程操作员无线连接到车辆,通过支持或替代自动驾驶功能解决脱离问题,从而使车辆恢复自动驾驶。支持自动驾驶功能的方法多种多样,通常称为远程操作概念。文献中描述了多种远程操作概念,但还没有对这些概念进行全面、系统的比较,也不清楚哪种远程操作概念子集适合在广泛的脱离情况下为高度自动驾驶车辆提供安全、高效的远程支持。以下工作通过对自动驾驶车辆脱离的文献综述,以及已开展的远程操作概念比较研究和用于评估远程操作性能的指标,为远程操作概念的比较奠定了基础。在一个专家研讨会上对远程操作概念进行了评估,使用选定的自动车辆脱离场景和指标对不同的远程操作概念进行了比较。根据研讨会的结果,得出了三套远程操作概念,可用于以安全、高效的方式解决各种自动驾驶车辆脱离问题。这套概念包括远程驾驶概念 "共享控制 "以及远程协助类别中的 "协作规划 "和 "感知修正"。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
5.40
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0.00%
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