DocumentCode :
3182153
Title :
Estimation for driver´s intentions in straight road environment using Hidden Markov Models
Author :
Imamura, Takashi ; Takahashi, Tadasuke ; Zhang, Zhong ; Miyake, Tetsuo
Author_Institution :
Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
fYear :
2010
fDate :
10-13 Oct. 2010
Firstpage :
2971
Lastpage :
2975
Abstract :
In order to prevent the traffic accident, several kind of safe driving support systems have been developed. And, consideration for the intention of driver´s operation will be needed for prevalence of these systems with higher safety and availability. In this paper, estimation method for driver´s intention considering using HMM has been proposed considering with the driver´s individuality to its symbolizing process. The validity of the method has been examined by the experimental driving data on the driving simulator system. And the results make clear the possibility that the proposed method can be classified the driver´s intention into the driving in hurry or normal driving.
Keywords :
hidden Markov models; road accidents; road safety; road traffic; driver intentions estimation; driving simulator system; hidden Markov models; safe driving support systems; straight road environment; Hidden Markov models; Markov processes; Driver´s intention; HMM; Safe driving support;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1062-922X
Print_ISBN :
978-1-4244-6586-6
Type :
conf
DOI :
10.1109/ICSMC.2010.5641992
Filename :
5641992
Link To Document :
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