Development of a portable activity detector for daily activity recognition

研究成果: Conference contribution

56 引文 斯高帕斯(Scopus)

摘要

This paper presents a portable device for real-time daily activity identification. The proposed portable device is realized by an embedded system that integrates a triaxial accelerometer, a microprocessor, and a wireless transceiver module. An online activity recognition algorithm has been developed for human daily activity recognition based on the acceleration signal collected from the triaxial accelerometer. The proposed algorithm is composed of data collection, data preprocessing, feature extraction, feature reduction, and classifier construction. Our experimental results have successfully validated the effectiveness of the portable activity detector in terms of high accuracy.

原文English
主出版物標題Proceedings - IEEE ISIE 2009, IEEE International Symposium on Industrial Electronics
頁面115-120
頁數6
DOIs
出版狀態Published - 2009
事件IEEE International Symposium on Industrial Electronics, IEEE ISIE 2009 - Seoul, Korea, Republic of
持續時間: 2009 七月 52009 七月 8

Other

OtherIEEE International Symposium on Industrial Electronics, IEEE ISIE 2009
國家Korea, Republic of
城市Seoul
期間09-07-0509-07-08

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Control and Systems Engineering

指紋 深入研究「Development of a portable activity detector for daily activity recognition」主題。共同形成了獨特的指紋。

引用此