Enhancing Safety Assessment of Automated Driving Systems with Key Enabling Technology Assessment Templates

Vehicles Pub Date : 2023-12-13 DOI:10.3390/vehicles5040098
Martin Skoglund, Fredrik Warg, Anders Thorsén, Mats Bergman
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Abstract

The emergence of Automated Driving Systems (ADSs) has transformed the landscape of safety assessment. ADSs, capable of controlling a vehicle without human intervention, represent a significant shift from traditional driver-centric approaches to vehicle safety. While traditional safety assessments rely on the assumption of a human driver in control, ADSs require a different approach that acknowledges the machine as the primary driver. Before market introduction, it is necessary to confirm the vehicle safety claimed by the manufacturer. The complexity of the systems necessitates a new comprehensive safety assessment that examines and validates the hazard identification and safety-by-design concepts and ensures that the ADS meets the relevant safety requirements throughout the vehicle lifecycle. The presented work aims to enhance the effectiveness of the assessment performed by a homologation service provider by using assessment templates based on refined requirement attributes that link to the operational design domain (ODD) and the use of Key Enabling Technologies (KETs), such as communication, positioning, and cybersecurity, in the implementation of ADSs. The refined requirement attributes can serve as safety-performance indicators to assist the evaluation of the design soundness of the ODD. The contributions of this paper are: (1) outlining a method for deriving assessment templates for use in future ADS assessments; (2) demonstrating the method by analysing three KETs with respect to such assessment templates; and (3) demonstrating the use of assessment templates on a use case, an unmanned (remotely assisted) truck in a limited ODD. By employing assessment templates tailored to the technology reliance of the identified use case, the evaluation process gained clarity through assessable attributes, assessment criteria, and functional scenarios linked to the ODD and KETs.
利用关键赋能技术评估模板加强自动驾驶系统安全评估
自动驾驶系统(ADS)的出现改变了安全评估的格局。自动驾驶系统能够在没有人类干预的情况下控制车辆,与传统的以驾驶员为中心的车辆安全评估方法相比,自动驾驶系统发生了重大转变。传统的安全评估依赖于人类驾驶员控制的假设,而自动驾驶汽车则需要一种不同的方法,即承认机器是主要的驾驶员。在引入市场之前,有必要确认制造商声称的车辆安全性。由于系统的复杂性,有必要进行新的全面安全评估,对危险识别和安全设计概念进行检查和验证,确保自动驾驶辅助系统在整个车辆生命周期内满足相关的安全要求。本文介绍的工作旨在通过使用基于细化需求属性的评估模板,提高由认证服务提供商执行的评估的有效性,这些细化需求属性与运行设计域(ODD)和关键使能技术(KET)的使用相关联,如在 ADS 实施过程中的通信、定位和网络安全。细化后的需求属性可作为安全性能指标,帮助评估运行设计域的设计合理性。本文的贡献在于(1)概述了一种用于未来自动变速器评估的评估模板的推导方法;(2)通过分析与此类评估模板相关的三个 KET 来演示该方法;以及(3)在一个使用案例中演示评估模板的使用,该使用案例是一辆无人驾驶(遥控辅助)卡车在一个有限的 ODD 中的使用。通过采用针对已确定用例的技术依赖性量身定制的评估模板,评估过程通过与 ODD 和 KET 相关联的可评估属性、评估标准和功能场景变得更加清晰。
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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