DocumentCode
3681733
Title
Algorithm for Driver Intention Detection with Fuzzy Logic and Edit Distance
Author
Jens Heine;Michael Sylla;Ingmar Langer;Thomas Schramm;Bettina Abendroth;Ralph Bruder
Author_Institution
Human Factors Center, Adam Opel AG, Ruesselsheim, Germany
fYear
2015
Firstpage
1022
Lastpage
1027
Abstract
Driver intention detection is helpful to parameterize advanced driver assistance systems to reduce the warning dilemma and so to raise the driver´s acceptance for such systems. An algorithm to predict driver´s intention with Fuzzy Logic and Edit Distance is presented. The main features and the functionality is explained. The necessary steps for training and validation of the algorithm are presented. The performance of the first configuration is discussed and the future steps for improving the performance are shown.
Keywords
"Vehicles","Prediction algorithms","Input variables","Algorithm design and analysis","Roads","Databases","Fuzzy logic"
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on
ISSN
2153-0009
Electronic_ISBN
2153-0017
Type
conf
DOI
10.1109/ITSC.2015.170
Filename
7313262
Link To Document