TY - CONF A1 - Patel, Milin A1 - Jung, Rolf T1 - SIMULATION-BASED APPLICATION OF SAFETY OF THE INTENDED FUNCTIONALITY TO MITIGATE FORESEEABLE MISUSE IN AUTOMATED DRIVING SYSTEMS T2 - Carpathian Journal of Electrical Engineering: CJEE N2 - The development of Automated Driving Systems (ADS) has the potential to revolutionize the transportation industry, but it also presents significant safety challenges. One of the key challenges is ensuring that the ADS is safe in the event of Foreseeable Misuse (FM) by the human driver. To address this challenge, a case study on simulation-based testing to mitigate FM by the driver using the driving simulator is presented. FM by the human driver refers to potential driving scenarios where the driver misinterprets the intended functionality of ADS, leading to hazardous behavior. Safety of the Intended Functionality (SOTIF) focuses on ensuring the absence of unreasonable risk resulting from hazardous behaviors related to functional insufficiencies caused by FM and performance limitations of sensors and machine learning-based algorithms for ADS. The simulation-based application of SOTIF to mitigate FM in ADS entails determining potential misuse scenarios, conducting simulation-based testing, and evaluating the effectiveness of measures dedicated to preventing or mitigating FM. The major contribution includes defining (i) test requirements for performing simulation-based testing of a potential misuse scenario, (ii) evaluation criteria in accordance with SOTIF requirements for implementing measures dedicated to preventing or mitigating FM, and (iii) approach to evaluate the effectiveness of the measures dedicated to preventing or mitigating FM. In conclusion, an exemplary case study incorporating driver-vehicle interface and driver interactions with ADS forming the basis for understanding the factors and causes contributing to FM is investigated. Furthermore, the test procedure for evaluating the effectiveness of the measures dedicated to preventing or mitigating FM by the driver is developed in this work. KW - ADS KW - FM KW - SOTIF KW - Simulation-based testing Y1 - 2023 UR - https://opus4.kobv.de/opus4-hs-kempten/frontdoor/index/index/docId/2302 UR - http://cee.cunbm.utcluj.ro/wp-content/uploads/IIS231.pdf SN - 1843-7583 VL - 17 IS - 1 SP - 135 EP - 149 PB - Technical University of Cluj-Napoca CY - Baia Mare ER -