Methodik zur effizienten Applikation automatisierter Fahrfunktionen

The work introduces a method for an efficient calibration of automated driving functions. The method is based on an initial limitation of the relevant parameter space for the optimization of function behaviour. Furthermore, a sensitivity based optimization is presented, which provides optimal soluti...

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Bibliografiske detaljer
Hovedforfatter: Fraikin, Nicolas
Format: Online
Sprog:tysk
Udgivet: KIT Scientific Publishing 2024
Fag:
Online adgang:https://library.oapen.org/handle/20.500.12657/90006
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Summary:The work introduces a method for an efficient calibration of automated driving functions. The method is based on an initial limitation of the relevant parameter space for the optimization of function behaviour. Furthermore, a sensitivity based optimization is presented, which provides optimal solution with a high maturity level. Finally, a hybrid vehicle model (based on a single track model and a neuronal network) is described, which enables a high accuracy and short simulation times.