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.