Fahrermodellierung durch modellbasierte prädiktive Optimierung

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Günther Prokop - , Audi AG (Author)

Abstract

A new model describing human behavior in the control loop consisting of vehicle, driver, and environment is described. This driver model was developed to enable realistic closed-loop maneuvering in handling dynamics simulation - incorporating specifically human behavioral patterns. It is also suitable for deriving optimal-performance driving, e. g. in motorsport applications. Experience and preferences of a driver can thereby specifically be varied. The driver model's performance is demonstrated using a fast evasive maneuver (ISO double lane change). The calculated behavior, and in particular the stability margin at highly dynamic excitation, correspond well with human behavior. When developed further, the driver model is a very good basis to give a realistic and reliable prediction of the human controller's action, especially its adaptation to different vehicles.

Translated title of the contribution
A human driver model using continuous model predictive optimization

Details

Original languageGerman
Pages (from-to)219-237+349
JournalVDI Berichte
Issue number1613
Publication statusPublished - 2001
Peer-reviewedYes
Externally publishedYes

External IDs

ORCID /0000-0002-0679-0766/work/166325379

Keywords

ASJC Scopus subject areas