DocumentCode
504256
Title
The extraction of riding condition system using the EEG
Author
Mitsukura, Yasue ; Fukai, Hironobu ; Suzuki, Satoru ; Tomita, Yohei ; Watai, Hirokazu ; Tashiro, Katsumi ; Murakami, Kazutomo
Author_Institution
Tokyo Univ. of Agric. & Technol., Koganei, Japan
fYear
2009
fDate
18-21 Aug. 2009
Firstpage
4442
Lastpage
4445
Abstract
In this paper, we propose an extraction method of ride comfort according to the difference of the tire by electroencephalogram (EEG). Recently, the sensory evaluation is used for development of the product. However, the sensory evaluation by a general user who doesn´t have a clear standard is unstable. Moreover, ride comfort depends on the sensibility and the preference of the individual. It is considered that these psychological changes influence the brain that rules center of sensation. Therefore, we pay attention to the EEG. We use the EEG that it is possible to measure it simply in the brain function measurement technique as an objective evaluation. In this study, the feature of the EEG during the driving is extracted by the factor analysis (FA). Moreover, we investigate the correlation of the subjective evaluation and the EEG features. From the result, the EEG features and subjective evaluation features has correlation. Thus, the effectiveness of the proposed method as an objective evaluation method was shown.
Keywords
brain; electroencephalography; feature extraction; neurophysiology; psychology; EEG; brain function measurement technique; electroencephalogram; factor analysis; feature extraction; psychological changes; riding condition system; sensation; sensory evaluation; subjective evaluation correlation; tire; Agriculture; Bandwidth; Brain modeling; Electrodes; Electroencephalography; Frequency estimation; Measurement techniques; Psychology; Roads; Tires;
fLanguage
English
Publisher
ieee
Conference_Titel
ICCAS-SICE, 2009
Conference_Location
Fukuoka
Print_ISBN
978-4-907764-34-0
Electronic_ISBN
978-4-907764-33-3
Type
conf
Filename
5332985
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