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Body position data with accelerometer sensor
- Citation Author(s):
- Paul D. Rosero-Montalv
- Submitted by:
- Paul Rosero
- Last updated:
- Sat, 06/16/2018 - 22:57
- DOI:
- 10.21227/H2D09G
- Data Format:
- Links:
- License:
- Creative Commons Attribution
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Abstract
The electronic system has been design to know the position human body. Of this way the system use a three axis accelerometer to detect five common positions (i) ventral decubitus, (ii) right lateral decubitus, (iii) left lateral decubitus, (iv) supine decubitus and (v) seated. The sensor data was acquire with ten diferrents persons, their each positions was how they felt confortable. The accelerometer acquire data from 3 axis possible (X,Y,Z)
The unbalanced data set is for classification tasks. The sensor has been put in the chest and Y axis pointing the chin. The labels corresponding the human position as follows.
Label Position
1 supine decubitus
2 left lateral decubitus
3 right lateral decubitus
4 seated
5 ventral decubitus
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