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Paving the Roadway for Safety of Automated Vehicles: An Empirical Study on Testing Challenges

机译:为自动驾驶汽车安全铺设道路:实证研究   关于测试挑战

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摘要

The technology in the area of automated vehicles is gaining speed andpromises many advantages. However, with the recent introduction ofconditionally automated driving, we have also seen accidents. Test protocolsfor both, conditionally automated (e.g., on highways) and automated vehicles donot exist yet and leave researchers and practitioners with differentchallenges. For instance, current test procedures do not suffice for fullyautomated vehicles, which are supposed to be completely in charge for thedriving task and have no driver as a back up. This paper presents currentchallenges of testing the functionality and safety of automated vehiclesderived from conducting focus groups and interviews with 26 participants fromfive countries having a background related to testing automotive safety-relatedtopics.We provide an overview of the state-of-practice of testing active safetyfeatures as well as challenges that needs to be addressed in the future toensure safety for automated vehicles. The major challenges identified throughthe interviews and focus groups, enriched by literature on this topic arerelated to 1) virtual testing and simulation, 2) safety, reliability, andquality, 3) sensors and sensor models, 4) required scenario complexity andamount of test cases, and 5) handover of responsibility between the driver andthe vehicle.
机译:自动化车辆领域的技术正在加速发展,并有望带来许多优势。但是,随着最近引入有条件自动驾驶,我们也看到了事故。对于有条件的自动化(例如在高速公路上)和自动化的车辆的测试协议尚不存在,并使研究人员和从业人员面临不同的挑战。例如,当前的测试程序不足以用于全自动驾驶汽车,该汽车应该完全负责驾驶任务,并且没有驾驶员作为后备力量。本文介绍了自动驾驶汽车功能和安全性测试的当前挑战,这些挑战来自于进行焦点小组访谈以及对来自五个国家的26个与汽车安全相关主题进行测试的背景的参与者进行的访谈。我们概述了测试主动安全功能的实践状态以及未来需要解决的挑战,以确保自动驾驶汽车的安全性。通过访谈和焦点小组确定的主要挑战,并通过与该主题相关的文献得到充实,涉及以下方面:1)虚拟测试和模拟,2)安全性,可靠性和质量,3)传感器和传感器模型,4)所需的场景复杂性和测试用例数量, 5)驾驶员与车辆之间的责任交接。

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