NDLI: Recent Verification and Validation Methodologies for Advanced Driver-Assistance Systems

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Recent Verification and Validation Methodologies for Advanced Driver-Assistance Systems

Content Provider	Scilit
Author	Wotawa, Franz Klück, Florian Zimmermann, Martin Nica, Mihai Felbinger, Hermann Tao, Jianbo Li, Yihao
Copyright Year	2021
Description	Advanced driver-assistance systems must provide not only requested functionality but also meet safety requirements to prevent people from harm. Because of the various situations a vehicle comprising such systems has to cope with, implementing verification and validation measures is a critical task during development to meet given safety goals. In this chapter, we focus on system testing for advanced driver-assistance systems and discuss recent testing approaches as well as challenges faced when applying these approaches in the domain of advanced driver-assistance systems. We outline two approaches combining vehicle simulation and automated test case generation aimed at identifying critical scenarios in which such assistance systems may face difficulties when computing driving decisions. Furthermore, we summarize other testing approaches that have been published. In addition, we discuss future challenges and outline further research directions focusing on providing methods for certifying advanced driver-assistance systems. Book Name: Autonomous Driving and Advanced Driver-Assistance Systems (ADAS)
Related Links	https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003048381-14&type=chapterpdf
Ending Page	318
Page Count	24
Starting Page	295
DOI	10.1201/9781003048381-14
Language	English
Publisher	Informa UK Limited
Publisher Date	2021-11-12
Access Restriction	Open
Subject Keyword	Book Name: Autonomous Driving and Advanced Driver-assistance Systems (adas) Safety Advanced Driver Assistance Driver Assistance Systems Functionality Outline Verification
Content Type	Text
Resource Type	Chapter

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