ロボティクス・メカトロニクス講演会講演概要集
Online ISSN : 2424-3124
セッションID: 1P1-H02
会議情報
1P1-H02 機械学習を用いた圧力分布によるドライバーの動作推定
新田 大幹丁 明鈴木 達也
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会議録・要旨集 認証あり

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Driving assistant is very effective to reduce the traffic accident by warning driver and supporting his operation. In order to give accurate alarm and support, driver's status has to be measured correctly and speedily. In this research, we proposed a novel method to estimate the driving posture only from the pressure distribution between driver and car seat using a soft sensor sheet. Many pressure distributions for several driving postures were measured to create classifier using supervised machine learning method. The effectiveness of the generated classifier was verified using testing data and continued driving motion data.

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© 2015 一般社団法人 日本機械学会
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