DocumentCode
678034
Title
Study of Induction and Estimation Method for Driver´s Intention by Using a Driving Simulator
Author
Imamura, Takashi ; Ogi, Tetsuro ; Zhong Zhang ; Miyake, Tetsuo
Author_Institution
Dept. of Biocybernetics, Niigata Univ., Niigata, Japan
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
3322
Lastpage
3326
Abstract
In recent years, in order to reduce traffic accidents, support systems for driving safety have been put to practical use, such as ITS. However, a support system which considers the driver´s intentions has not yet been developed. If the system reflects the intentions of the driver in system behavior, important information will be provided at suitable timing. In a previous study, the authors have studied an estimation method for driver intentions, and a reasonable definition method for labeling driver intentions has been proposed based on the assumption of compliance with traffic rules. In this paper, the validity of our proposed method by using a driving simulator is discussed. The system is specially designed to induce driver intention changes by using traffic flow and environmental control. Moreover, in order increase the effectiveness in practical use, a real-time estimation system has also been constructed.
Keywords
Gaussian processes; behavioural sciences computing; driver information systems; intelligent transportation systems; mixture models; road accidents; road safety; Gaussian mixture model; ITS; driver intention; driving safety; driving simulator; environmental control; estimation method; induction method; support system; system behavior; traffic accident; traffic flow; traffic rule compliance; Accidents; Accuracy; Estimation; Real-time systems; Roads; Safety; Vehicles; Driving support systems; Estimation of intention;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.566
Filename
6722319
Link To Document