Estimation of driving situations and risk evaluation based on statistical signal processing of sensor signals recorded with driver recorders
Project/Area Number |
22700172
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Single-year Grants |
Research Field |
Perception information processing/Intelligent robotics
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Research Institution | Nagoya University |
Principal Investigator |
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Project Period (FY) |
2010 – 2011
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Project Status |
Completed (Fiscal Year 2011)
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Budget Amount *help |
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
|
Keywords | 運転行動信号処理 / ドライブレコーダ / 危険検出 / リスク評価 / 交通安全 / 行動信号処理 / 次世代交通システム / 高度道路交通システム / 危機管理 / 交通事故 |
Research Abstract |
We proposed a driver risk evaluation method based on a statistical analysis of sensor signals captured with drive recorders. We evaluated the risk caused by driver's deceleration, acceleration, and steering behavior using vehicle velocity and longitudinal and lateral acceleration signals. We could observe correlation between our driver evaluation results and ratings manually assigned by risk consulting experts.
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Report
(3 results)
Research Products
(49 results)
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[Presentation] Improving driving behavior by allowing drivers to browse their own recorded driving data2011
Author(s)
K.Takeda, C.Miyajima, T.Suzuki, K.Kurumida, Y.Kuroyanagi, H.Ishikawa, P.Angkititrakul, R.Terashima, T.Wakita, M.Oikawa, Y.Komada
Organizer
2011 International IEEE Conference on Intelligent Transportation Systems (ITSC 2011)
Place of Presentation
Washington D.C., USA
Year and Date
2011-10-05
Related Report
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[Presentation] A driving diagnosis and feedback system for next-generation drive recorders2011
Author(s)
C.Miyajima, K.Takeda, T.Suzuki, K.Kurumida, Y.Kuroyanagi, H.Ishikawa, P.Angkititrakul, R.Terashima, T.Wakita, M.Oikawa, Y.Komada
Organizer
First International Symposium on Future Active Safety Technology Toward Zero-Traffic-Accident
Place of Presentation
Tokyo, Japan
Year and Date
2011-09-07
Related Report
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[Presentation] A driving diagnosis and feedback system for next-generation drive recorders2011
Author(s)
C.Miyajima, K.Takeda, T.Suzuki, K.Kurumida, Y.Kuroyanagi, H.Ishikawa, P.Angkititrakul, R.Terashima, T.Wakita, M.Oikawa, Y.Komada
Organizer
First International Symposium on Future Active Safety Technology Toward Zero-Traffic-Accident
Place of Presentation
Tokyo, Japan(発表確定)
Year and Date
2011-09-07
Related Report
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[Presentation] 常時記録型ドライブレコーダを用いた運転・断教示システムの開発とその評価2011
Author(s)
宮島千代美, 武田一哉, 鈴木達也, 耒見田健二, 畔柳雄一, 石川博章, P.Angkititrakul, 寺嶌立太, 脇田敏裕, 及川雅人, 駒田悠一
Organizer
2011年自動車技術会春季大会
Place of Presentation
パシフィコ横浜
Year and Date
2011-05-19
Related Report
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[Presentation] 常時記録型ドライブレコーダを用いた運転診断・教示システムの開発とその評価2011
Author(s)
宮島千代美, 武田一哉, 鈴木達也, 耒見田健二, 畔柳雄一, 石川博章, P.Angkititrakul, 寺嶌立太, 脇田敏裕, 及川雅人, 駒田悠一
Organizer
2011年自動車技術会春季大会
Place of Presentation
神奈川県横浜市(発表確定)
Year and Date
2011-05-19
Related Report
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