DocumentCode :
3685598
Title :
Biophone: Physiology monitoring from peripheral smartphone motions
Author :
Javier Hernandez;Daniel J. McDuff;Rosalind W. Picard
Author_Institution :
Media Lab, Massachusetts Institute of Technology, Cambridge, 02139, USA
fYear :
2015
Firstpage :
7180
Lastpage :
7183
Abstract :
The large-scale adoption of smartphones during recent years has created many opportunities to improve health monitoring and care delivery. In this work, we demonstrate that motion sensors available in off-the-shelf smartphones can capture physiological parameters of a person during stationary postures, even while being carried in a bag or a pocket. In particular, we develop methods to extract heart and breathing rates from accelerometer data and compare them with measurements obtained with FDA-cleared sensors. We evaluated their accuracy on 12 people across different still body postures (pre- and post- exercise) and were able to reach mean absolute errors of 1.16 beats per minute (STD: 3) and 0.26 breaths per minute (STD: 0.5) when considering different conditions. Furthermore, we evaluated the same methods during regular phone activities, such as when watching a video or listening to a conversation, yielding increased but still comparable error rates for some conditions.
Keywords :
"Biomedical monitoring","Heart rate","Estimation","Monitoring","Accelerometers","Sensors"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7320048
Filename :
7320048
Link To Document :
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