Presentation 2006-07-27
Effects of hasty driving on AR-HMM driver model and autonomic nerve activity
Konomu ABE, Hideki MIYATAKE, Koji OGURI,
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Abstract(in English) To offer appropriate information, predicting driver's action and show warnings only when it is useful, like missing stops or curve to turn, is effective. But driver's action depends on his or her mental states, so it is better to predict driver's action considering his or her status. In this research we focused on driver's hastiness and examined its effects on driver's model and autonomic nervous activity. As a result, we could find differences in sympathetic nervous activity(P<0.10) and gas pedal stroke(P<0.01) and brake pedal stroke(P<0.05).
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Keyword(in English) Prediction / Inference / AR-HMM / Autonomic nervous activity / HRV
Paper # ITS2006-11
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Committee ITS
Conference Date 2006/7/20(1days)
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Registration To Intelligent Transport Systems Technology (ITS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Effects of hasty driving on AR-HMM driver model and autonomic nerve activity
Sub Title (in English)
Keyword(1) Prediction
Keyword(2) Inference
Keyword(3) AR-HMM
Keyword(4) Autonomic nervous activity
Keyword(5) HRV
1st Author's Name Konomu ABE
1st Author's Affiliation R&D DIV., TOKAI RIKA CO., LTD()
2nd Author's Name Hideki MIYATAKE
2nd Author's Affiliation R&D DIV., TOKAI RIKA CO., LTD
3rd Author's Name Koji OGURI
3rd Author's Affiliation Faculty of Information Sciences and Technology, Aichi Prefectural University
Date 2006-07-27
Paper # ITS2006-11
Volume (vol) vol.106
Number (no) 181
Page pp.pp.-
#Pages 6
Date of Issue