A human driver model using continuous model predictive optimization

Research output: Contribution to book/Conference proceedings/Anthology/ReportConference contributionContributedpeer-review

Contributors

  • G 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.

Details

Original languageEnglish
Title of host publicationDriver In The 21st Century
PublisherV D I-V D E - Verlag Gmbh
Pages219-237
Number of pages19
ISBN (print)3-18-091613-3
Publication statusPublished - 2001
Peer-reviewedYes
Externally publishedYes

Publication series

SeriesVDI-Berichte
Volume1613
ISSN0083-5560

Conference

TitleConference on the Driver in the 21st Century
Duration3 - 4 May 2001
CityBERLIN
CountryGermany

External IDs

ORCID /0000-0002-0679-0766/work/167707751

Keywords

Keywords

  • Steering control, Performance