Fundamental Considerations around Scenario-Based Testing for Automated Driving

Christian Neurohr, Lukas Westhofen, Tabea Henning, Thies de Graaff, Eike Möhlmann, Eckard Böde
2020 IEEE Intelligent Vehicles Symposium (IV)
The homologation of automated vehicles, being safety-critical complex systems, requires sound evidence for their safe operability. Traditionally, verification and validation activities are guided by a combination of ISO 26262 and ISO/PAS 21448, together with distance-based testing. Starting at SAE Level 3, such approaches become infeasible, resulting in the need for novel methods. Scenario-based testing is regarded as a possible enabler for verification and validation of automated vehicles. Its effectiveness, however, rests on the consistency and substantiality of the arguments used in each step of the process. In this work, we sketch a generic framework around scenario-based testing and analyze contemporary approaches to the individual steps. For each step, we describe its function, discuss proposed approaches and solutions, and identify the underlying arguments, principles and assumptions. As a result, we present a list of fundamental considerations for which evidences need to be gathered in order for scenario-based testing to support the homologation of automated vehicles.
Oktober / 2020
978-1-7281-6673-5 / 2642-7214
European Initiative to Enable Validation for Highly Automated Safe and Secure Systems
The Next Level of Test Automation
KI-Delta Learning
Erweiterung und Anpassung bestehender KI-Module autonomer Fahrzeuge
SET Level
Simulationsbasiertes Entwickeln und Testen von Level 4 und 5 Systemen
Verifikations- und Validierungsmethoden automatisierter Fahrzeuge Level 4 und 5