汽车工程学报2025，Vol.15Issue(4)：457-467,11.DOI:10.3969/j.issn.2095-1469.2025.04.03
应用人工智能技术的自动驾驶系统安全测评方法研究
A Safety Assessment Method for AI-Powered Automated Driving Systems
摘要
Abstract
The rapid development of connected and intelligent vehicles is accelerating the exploration and commercialization of artificial intelligence(AI)technologies.Yet the broader and deeper application of AI in automated driving also brings increasingly prominent safety risks.Thus,developing safety testing and assessment methods for AI-applied automated driving systems is crucial for balancing technological innovation with safety concerns.From a system-safety perspective,this paper proposes a safety assessment method covering three stages:design and development,testing and evaluation,and deployment and operation.The method integrates the life cycle of AI system,safety requirements,verification and validation methods,and continuous risk assessment and safety analysis.Furthermore,the measures for development,design,testing,and optimization to ensure system safety are proposed,providing a reference for future testing and safety assessment of AI-based automated driving systems.关键词
人工智能/自动驾驶/智能网联汽车/测试方法/安全评估Key words
artificial intelligence/automated driving/intelligent and connected vehicle/testing methods/safety assessment分类
交通工程引用本文复制引用
陈贞,李京泰,郭煌,徐晓庆..应用人工智能技术的自动驾驶系统安全测评方法研究[J].汽车工程学报,2025,15(4):457-467,11.基金项目
新一代人工智能国家科技重大专项(2022ZD0116311) （2022ZD0116311）
