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01-11-2023 | Cover Story

Efficient Failure Rate Estimation Using AI-Based Simulation of Critical Scenarios

Authors: Raphael Pfeffer, Martin Herrmann, Henning Kemper

Published in: ATZelectronics worldwide | Issue 11/2023

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Excerpt

The AI-based parameter space exploration from RevoAI combined with the simulation environment CarMaker from IPG Automotive helps to identify corner cases efficiently for advanced driver assistance systems and automated driving functions. This contribution explains how simulation enables the estimation of failure rates for these functions whilst taking into account real parameter distributions. …

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Metadata
Title
Efficient Failure Rate Estimation Using AI-Based Simulation of Critical Scenarios
Authors
Raphael Pfeffer
Martin Herrmann
Henning Kemper
Publication date
01-11-2023
Publisher
Springer Fachmedien Wiesbaden
Published in
ATZelectronics worldwide / Issue 11/2023
Electronic ISSN: 2524-8804
DOI
https://doi.org/10.1007/s38314-023-1528-7

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