書誌事項
- タイトル別名
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- Prediction of Driving Behavior Based on Seat Pressure and Driving Information
抄録
<p>In recent years, the number of traffic accidents has decreased due to the development of driving support systems. Driving assistance system supports to the driver, however when driving assistance is not appropriate, the driver may be bothered by the assistance and distrusted of the system. In order to provide appropriate support, a method that driver behavior prediction has been proposed. In this research, we measured seat pressure distribution and driving information using a driving simulator, and predicted driving behavior using a convolutional neural network. In this research, we predicted five driving behaviors: "Go straight ahead", "Turn right", "Turn left", "right lane change", and "left lane change”. As a result, it was possible to predict with an accuracy of 65.4% in inter participant evaluation and 96.4% in overall evaluation.</p>
収録刊行物
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- 設計工学・システム部門講演会講演論文集
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設計工学・システム部門講演会講演論文集 2019.29 (0), 1410-, 2019
一般社団法人 日本機械学会
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詳細情報 詳細情報について
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- CRID
- 1390566775130193920
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- NII論文ID
- 130007836167
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- ISSN
- 24243078
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可