首页|行为安全概念及基于其的自动驾驶能力认可方法

行为安全概念及基于其的自动驾驶能力认可方法

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针对自动驾驶接受准则难以统一并量化的问题,通过综述现有相关法规、标准和评价方法最优实践,凝练5种安全概念及相互关联关系。着重阐释了以合理可预见且可避免为核心的行为安全概念及研究现状。结合场景数据统计和驾驶员紧急反应机制,提出了合理可预见和可避免的量化研究方法框架。结合事故和实践经验,给出了行为安全在自动驾驶评价中的使用方法,及基于其概念的覆盖事前事后的闭环认证认可流程。可为主管机构、行业第三方、研发企业围绕行为安全建立相关自动驾驶研发、测试流程提供参考。
Concept and Capability Approval Method of Behavioral Safety for Automated Driving Systems
Aiming at acceptance criteria for automated driving,this paper reviews the best practices in relevant regulations,standards,and evaluation methods,identifying five safety concepts and their interrelationships.The paper focuses on the concept and research status of behavioral safety,centered around"reasonably foreseeable and preventable"behaviors.By combining scenario data statistics with the driver's emergency response mechanism,a quantitative research framework is proposed for reasonably foreseeable and preventable situations.Finally,combining traffic accident data and practical experience,the paper provides a method for using behavioral safety in autonomous driving evaluation,along with a closed-loop certification and approval process based on this concept.The research in this paper serves as a reference for authorities,third parties,and R&D companies to establish relevant R&D,testing,and processes centered around behavioral safety.

reasonably foreseeablecareful and competent driver modeltype approval of automated driving systembehavior safety

陈龙、高鲁涛、徐晓庆、曹建永、李楚照

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北京华为数字技术有限公司,北京 100085

北京镝石数据科技有限公司,北京 100176

上海机动车检测认证技术研究中心有限公司,上海 201805

清华大学,北京 100084

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合理可预见 驾驶员紧急反应模型 自动驾驶认证认可 行为安全

2024

汽车工程学报
中国汽车工程研究院股份有限公司

汽车工程学报

CSTPCD
影响因子:0.35
ISSN:2095-1469
年,卷(期):2024.14(5)
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