Context-aware verification and validation framework for autonomous driving

自动驾驶的上下文感知验证和确认框架

• 批准号: DP210102447
• 负责人: Prof Tsong Chen
• 金额: $ 31.52万
• 依托单位: Swinburne University of Technology
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-01-01 至 2024-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP210102447
• 关键词: Context; aware; verification; validation; framework

This project aims to enhance the reliability and safety of emerging self-driving vehicles, through a framework that supports the validation and verification of autonomous driving systems. This project expects to generate new knowledge in areas of software engineering, intelligent transport, and machine learning, using a multi-disciplinary research combining expertise from various fields. Expected outcomes of this project are a family of new context-aware techniques to verify and validate complex behaviours in autonomous driving. This should provide significant benefits, such as safe autonomous driving systems and the improved journey experience and security for road users.

该项目旨在通过支持自动驾驶系统验证和验证的框架来提高新兴自动驾驶车辆的可靠性和安全性。该项目预计将在软件工程，智能交通和机器学习领域产生新的知识，使用多学科研究结合来自各个领域的专业知识。该项目的预期成果是一系列新的上下文感知技术，以验证和验证自动驾驶中的复杂行为。这将带来巨大的好处，例如安全的自动驾驶系统以及改善道路使用者的旅行体验和安全性。