主成分分析を用いた居住空間における立ち上がり動作の包括的分析

Naohiro Haraguchi, Ami Ogawa, Akira Mita

研究成果: Article査読

抄録

The analysis of Sit-to-Stand (STS) movement can lead to the early detection of a decline in physical functioning. The present study clarified the differences between age groups in common STS movements of daily life. We measured the three patterns of STS movement assumed to be performed in living spaces. Principal component analysis was applied to the overall time series data. From the synthesized principal component space, principal components with significant differences between the elderly and young adults were extracted, and the movement strategies of elderly participants were revealed.

寄稿の翻訳タイトルA COMPREHENSIVE ANALYSIS OF SIT-TO-STAND MOVEMENT IN A LIVING SPACE INVOLVING PRINCIPAL COMPONENT ANALYSIS
本文言語Japanese
ページ(範囲)282-290
ページ数9
ジャーナルJournal of Environmental Engineering (Japan)
87
794
DOI
出版ステータスPublished - 2022

Keywords

  • Elderly people
  • Handrail
  • Non-contact sensor
  • Principal component analysis
  • Sit-to-stand

ASJC Scopus subject areas

  • 環境工学

フィンガープリント

「主成分分析を用いた居住空間における立ち上がり動作の包括的分析」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル