Recognizing Human Activities User-independently on Smartphones Based on Accelerometer Data

Real-time human activity recognition on a mobile phone is presented in this article. Unlike in most other studies, not only the data were collected using the accelerometers of a smartphone, but also models were implemented to the phone and the whole classification process (preprocessing, feature ext...

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Bibliographic Details
Main Authors: Pekka Siirtola, Juha Röning
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2012-06-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
Online Access:http://www.ijimai.org/journal/sites/default/files/IJIMAI20121_5_5.pdf