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Fundamental Design Criteria for Logical Scenarios in Simulation-based Safety Validation of Automated Driving Using Sensor Model Knowledge

Elster, Lukas ; Linnhoff, Clemens ; Rosenberger, Philipp ; Schmidt, Simon ; Stark, Rainer ; Winner, Hermann (2021)
Fundamental Design Criteria for Logical Scenarios in Simulation-based Safety Validation of Automated Driving Using Sensor Model Knowledge.
IV Workshop on Ensuring and Validating Safety for Automated Vehicles. Nagoya (11.07.2021)
Konferenzveröffentlichung, Bibliographie

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Kurzbeschreibung (Abstract)

Scenario-based virtual validation of automated driving functions is a promising method to reduce testing effort in real traffic. In this work, a method for deriving scenario design criteria from a sensor modeling point of view is proposed. Using basic sensor technology specific equations as rough but effective boundary conditions, the accessible information for the system under test are determined. Subsequently, initial conditions such as initial poses of dynamic objects are calculated using the derived boundary conditions for designing logical scenarios. Further interest is given on triggers starting movements of objects during scenarios that are not time but object dependent. The approach is demonstrated on the example of the radar equation and first exemplary results by identifying relevance regions are shown.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2021
Autor(en): Elster, Lukas ; Linnhoff, Clemens ; Rosenberger, Philipp ; Schmidt, Simon ; Stark, Rainer ; Winner, Hermann
Art des Eintrags: Bibliographie
Titel: Fundamental Design Criteria for Logical Scenarios in Simulation-based Safety Validation of Automated Driving Using Sensor Model Knowledge
Sprache: Englisch
Publikationsjahr: 2021
Ort: Darmstadt
Kollation: 6 ungezählte Seiten
Veranstaltungstitel: IV Workshop on Ensuring and Validating Safety for Automated Vehicles
Veranstaltungsort: Nagoya
Veranstaltungsdatum: 11.07.2021
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Kurzbeschreibung (Abstract):

Scenario-based virtual validation of automated driving functions is a promising method to reduce testing effort in real traffic. In this work, a method for deriving scenario design criteria from a sensor modeling point of view is proposed. Using basic sensor technology specific equations as rough but effective boundary conditions, the accessible information for the system under test are determined. Subsequently, initial conditions such as initial poses of dynamic objects are calculated using the derived boundary conditions for designing logical scenarios. Further interest is given on triggers starting movements of objects during scenarios that are not time but object dependent. The approach is demonstrated on the example of the radar equation and first exemplary results by identifying relevance regions are shown.

Sachgruppe der Dewey Dezimalklassifikatin (DDC): 600 Technik, Medizin, angewandte Wissenschaften > 620 Ingenieurwissenschaften und Maschinenbau
Fachbereich(e)/-gebiet(e): 16 Fachbereich Maschinenbau
16 Fachbereich Maschinenbau > Fachgebiet Fahrzeugtechnik (FZD)
TU-Projekte: TÜV Rheinland|19A19004E|SETLevel4to5
Bund/BMWi|19A19002S|VVMethoden
Hinterlegungsdatum: 02 Aug 2024 12:35
Letzte Änderung: 02 Aug 2024 12:35
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