TY - CHAP A1 - Rao, Deepak A1 - Pathrose, Plato A1 - Hüning, Felix A1 - Sid, Jithin T1 - An Approach for Validating Safety of Perception Software in Autonomous Driving Systems T2 - Model-Based Safety and Assessment: 6th International Symposium, IMBSA 2019, Thessaloniki, Greece, October 16–18, 2019, Proceedings N2 - The increasing complexity of Advanced Driver Assistance Systems (ADAS) presents a challenging task to validate safe and reliable performance of these systems under varied conditions. The test and validation of ADAS/AD with real test drives, although important, involves huge costs and time. Simulation tools provide an alternative with the added advantage of reproducibility but often use ideal sensors, which do not reflect real sensor output accurately. This paper presents a new validation methodology using fault injection, as recommended by the ISO 26262 standard, to test software and system robustness. In our work, we investigated and developed a tool capable of inserting faults at different software and system levels to verify its robustness. The scope of this paper is to cover the fault injection test for the Visteon’s DriveCore™ system, a centralized domain controller for Autonomous driving which is sensor agnostic and SoC agnostic. With this new approach, the validation of safety monitoring functionality and its behavior can be tested using real-world data instead of synthetic data from simulation tools resulting in having better confidence in system performance before proceeding with in-vehicle testing. KW - Advanced driver assistance systems (ADAS/AD) KW - ISO 26262 KW - Safety-critical systems validation KW - Safety of the intended functionality (SOTIF) Y1 - 2019 SN - 978-3-030-32872-6 U6 - http://dx.doi.org/10.1007/978-3-030-32872-6_20 SP - 303 EP - 316 PB - Springer CY - Cham ER - TY - CHAP A1 - Lemke, Jörg T1 - Arbeitssicherheit T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_12 SP - 335 EP - 344 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Ulke, Bernd T1 - Arbeitsvorbereitung und Ablaufplanung T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_6 SP - 117 EP - 154 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Krause, Thomas T1 - Bauabrechnung und Mengenermittlung T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_5 SP - 101 EP - 116 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Ulke, Bernd T1 - Baukosten und Finanzierung T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_4 SP - 89 EP - 100 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Krause, Thomas T1 - Baumaschinen T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_7 SP - 155 EP - 163 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Martin, Joachim T1 - Bemessung von Baukonstruktionen T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_1 SP - 1 EP - 11 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Martin, Joachim T1 - Betriebsorganisation T2 - Übungsaufgaben und Berechnungen für den Baubetrieb Y1 - 2019 SN - 978-3-658-23127-9 U6 - http://dx.doi.org/10.1007/978-3-658-23127-9_10 SP - 255 EP - 272 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Kurz, Melanie T1 - Betrifft Design : von historischen Zukunftsperspektiven zu gegenwärtigen Vergangenheitssehnsüchten T2 - Positionen des Neuen : Zukunft im Design Y1 - 2019 SN - 978-3-89986-301-7 SP - 136 EP - 144 PB - avedition CY - Stuttgart ER - TY - CHAP A1 - Eggert, Mathias T1 - Big Data Research - How to Structure the Changes of the Past Decade? T2 - The Art of Structuring N2 - In the past decade, many IS researchers focused on researching the phenomenon of Big Data. At the same time, the relevance of data protection gets more attention than ever before. In particular, since the enactment of the European General Data Protection Regulation in May 2018 Information Systems research should provide answers for protecting personal data. The article at hand presents a structuring framework for Big Data research outcome and the consideration of data protection. IS Researchers might use the framework in order to structure Big Data literature and to identify research gaps that should be addressed in the future. Y1 - 2019 SN - 978-3-030-06234-7 U6 - http://dx.doi.org/10.1007/978-3-030-06234-7_26 SP - 271 EP - 281 PB - Springer CY - Cham ER -