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
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作者：Fais Al Huda ; Herman Tolle ; Kurnia Prima Putra 等
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.