2016 Fiscal Year Final Research Report
Study on a modeling method of driving behavior to estimate driver's skills based on stochastic method
| Project/Area Number |
15H06819
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| Research Category |
Grant-in-Aid for Research Activity Start-up
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| Allocation Type | Single-year Grants |
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| Research Field |
Intelligent mechanics/Mechanical systems
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| Research Institution | National Institute of Technology, Kumamoto College |
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Principal Investigator |
Hashimoto Kohjiro 熊本高等専門学校, 制御情報システム工学科, 助教 (00756588)
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| Project Period (FY) |
2015-08-28 – 2017-03-31
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| Keywords | 確率モデリング / 機械学習 / 人間機械系 |
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| Outline of Final Research Achievements |
The purpose of this research is proposing index to evaluate driver's driving skill for elderly or dementia driver.
Driving behavior has a cycle, recognition, judgment, operation.Then, driver executes the prediction of situation change around him under above cycle.If this prediction accuracy is low, operation errors is occurred.Therefore, we focus on the prediction accuracy of situation around a driver as driving skill, and proposed a modeling method of driving behavior to evaluate the skill of situation prediction around him.
As the results of this study, we confirmed that it is possible to evaluate the different of driving skill quantitatively.
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| Free Research Field |
機械学習
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