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Study of Induction and Estimation Method for Driver's Intention by Using a Driving Simulator

Authors :
Tetsuo Miyake
Tomonari Ogi
Takashi Imamura
Zhong Zhang
Source :
SMC
Publication Year :
2013
Publisher :
IEEE, 2013.

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.

Details

Database :
OpenAIRE
Journal :
2013 IEEE International Conference on Systems, Man, and Cybernetics
Accession number :
edsair.doi...........958b84cfd6b573137fb8d3333968b4af