TY - JOUR
T1 - Safety of the Intended Functionality Validation for Automated Driving Systems by Using Perception Performance Insufficiencies Injection
AU - Expósito Jiménez, Víctor J.
AU - Macher, Georg
AU - Watzenig, Daniel
AU - Brenner, Eugen
N1 - Publisher Copyright:
© 2024 by the authors.
PY - 2024/9
Y1 - 2024/9
N2 - System perception of the environment becomes more important as the level of automation increases, especially at the higher levels of automation (L3+) of Automated Driving Systems. As a consequence, scenario-based validation becomes more important in the overall validation process of a vehicle. Testing all scenarios with potential triggering conditions that may lead to hazardous vehicle behaviour is not a realistic approach, as the number of such scenarios tends to be unmanageable. Therefore, another approach has to be provided to deal with this problem. In this paper, we present our approach, which uses the injection of perception performance insufficiencies instead of directly testing the potential triggering conditions. Finally, a use case is described that illustrates the implementation of the proposed approach.
AB - System perception of the environment becomes more important as the level of automation increases, especially at the higher levels of automation (L3+) of Automated Driving Systems. As a consequence, scenario-based validation becomes more important in the overall validation process of a vehicle. Testing all scenarios with potential triggering conditions that may lead to hazardous vehicle behaviour is not a realistic approach, as the number of such scenarios tends to be unmanageable. Therefore, another approach has to be provided to deal with this problem. In this paper, we present our approach, which uses the injection of perception performance insufficiencies instead of directly testing the potential triggering conditions. Finally, a use case is described that illustrates the implementation of the proposed approach.
KW - ADS
KW - performance insufficiencies
KW - scenario-based validation
KW - SOTIF
KW - triggering conditions
UR - http://www.scopus.com/inward/record.url?scp=85205262892&partnerID=8YFLogxK
U2 - 10.3390/vehicles6030055
DO - 10.3390/vehicles6030055
M3 - Article
AN - SCOPUS:85205262892
SN - 2624-8921
VL - 6
SP - 1164
EP - 1184
JO - Vehicles
JF - Vehicles
IS - 3
ER -