Mobile health monitoring system based on activity recognition using accelerometer

Volume: 18, Issue: 4, Pages: 446 - 455
Published: Apr 1, 2010
Abstract
We propose a new method to recognize a user’s activities of daily living with accelerometers and RFID sensor. Two wireless accelerometers are used for classification of five human body states using decision tree, and detection of RFID-tagged objects with hand movements provides additional instrumental activity information. Besides, we apply our activity recognition module to the health monitoring system. We derive linear regressions for each...
Paper Details
Title
Mobile health monitoring system based on activity recognition using accelerometer
Published Date
Apr 1, 2010
Volume
18
Issue
4
Pages
446 - 455
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