Methodik zur effizienten Applikation automatisierter Fahrfunktionen
Abstract
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.
Keywords
calibration; parameter; Sensitivity analyses; Optimization; Automated Driving; Applikation; Parameter; Sensitivitätsanalysen; Optimierung; Automatisiertes FahrenDOI
10.5445/KSP/1000167619ISBN
9783731513391Publisher
KIT Scientific PublishingPublisher website
https://www.ksp.kit.edu/index.php?link=shop&sort=allPublication date and place
2024Series
Karlsruher Schriftenreihe Fahrzeugsystemtechnik, 113Classification
Mechanical engineering and materials