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文章基本信息

  • 标题:Human Activity Recognition using Single Accelerometer on Smartphone Put on User’s Head with Head-Mounted Display
  • 本地全文:下载
  • 作者:Fais Al Huda ; Herman Tolle ; Kurnia Prima Putra
  • 期刊名称:International Journal of Advances in Soft Computing and Its Applications
  • 印刷版ISSN:2074-8523
  • 出版年度:2017
  • 卷号:9
  • 期号:3
  • 页码:239
  • 出版社:International Center for Scientific Research and Studies
  • 摘要:Human activity recognition has been applied to many areas of healthcare to the entertainment sector. The accelerometer sensor on a smartphone is used as the primary sensor to recognize the movement of the user. The smartphone put onto user’s head using the head-mounted display as a new experience on entertainment access like virtual reality or game application. The proposed method for human activity recognition with MLP on classification, achieved 85,1% accuracy in identifying six different movement type.
  • 关键词:accelerometer; head mounted display; activity recognition; artificial neural network.
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