논문 상세보기

신체활동 비교를 통한 개인 맞춤형 신체활동 에너지 소비량 예측 알고리즘 KCI 등재

Personalized Prediction Algorithm of Physical Activity Energy Expenditure through Comparison of Physical Activity

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/245998
구독 기관 인증 시 무료 이용이 가능합니다. 4,000원
대한안전경영과학회지 (Journal of Korea Safety Management & Science)
대한안전경영과학회 (Korea Safety Management & Science)
초록

The purpose of this study suggests a personalized algorithm of physical activity energy expenditure prediction through comparison and analysis of individual physical activity. The research for a 3-axial accelerometer sensor has increased the role of physical activity in promoting health and preventing chronic disease has long been established. Estimating algorithm of physical activity energy expenditure was implemented by using a tri-axial accelerometer motion detector of the SVM(Signal Vector Magnitude) of 3-axis(x, y, z). A total of 10 participants(5 males and 5 females aged between 20 and 30 years). The activities protocol consisted of three types on treadmill; participants performed three treadmill activity at three speeds(3, 5, 8 km/h). These activities were repeated four weeks.

저자
  • 김도윤 | Kim, Do-Yoon
  • 전소혜 | Jeon, So-Hye
  • 배윤형 | Pai, Yoon-Hyung
  • 김남현 | Kim, Nam-Hyun