期刊
EXPERT SYSTEMS WITH APPLICATIONS
卷 39, 期 3, 页码 2461-2465出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2011.08.098
关键词
Features extraction; Pattern recognition; SVM
类别
资金
- MCI I + D [TIN2009-14378-C02-01]
This paper introduces a new method to implement a motion recognition process using a mobile phone fitted with an accelerometer. The data collected from the accelerometer are interpreted by means of a statistical study and machine learning algorithms in order to obtain a classification function. Then, that function is implemented in a mobile phone and online experiments are carried out. Experimental results show that this approach can be used to effectively recognize different human activities with a high-level accuracy. (C) 2011 Elsevier Ltd. All rights reserved.
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