電気学会論文誌C(電子・情報・システム部門誌)
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
<ソフトコンピューティング・学習>
据え置き型振動センサを用いた人の行動同定
-高齢者見守り支援システムの基礎検討-
朱牟田 善治小田 義也澤本 潤厚井 裕司
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2015 年 135 巻 12 号 p. 1583-1593

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The paper presents a model to identify person's actions using non-portable vibration sensor. In Japan, because solitary aged persons, who require the care, rapidly increases, a watching support system is needed to protect such aged persons. Vibrations generated by person's action are monitored by a non-portable vibration sensor. Some indices to evaluate the degree of similarity among different monitoring vibration data are formulated and are integrated based on the principal component analysis. Proposed similarity judgment method applies to an actual wooden 2-story house and discusses the judgment accuracy. As a result, it is shown that the purposed model enables us to accurately identify 15 person's action modes using a single non-portable vibration sensor.
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