DocumentCode
2477582
Title
Effects of BMI and abdominal volume on the accuracy of step count obtained from a tri-axial accelerometer
Author
Cleland, Ian ; Nugent, Chris D. ; Finlay, Dewar D. ; Burns, William ; Bougourd, Jennifer ; Stevens, Katy ; Armitage, Roger
Author_Institution
Sch. of Comput. & Math., Univ. of Ulster, Newtownabbey, UK
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
3656
Lastpage
3659
Abstract
Accelerometers are widely accepted as practical wearable devices capable of measuring and assessing physical activity. These devices may, however, be subject to errors which could impact on their ability to acquire an accurate step count. A limited number of studies have examined the effects of body mass index (BMI) on the accuracy of accelerometers functioning as step counters. It has been suggested that BMI may not be the best indicator of adiposity. The aim of the present study was to assess the effects of BMI and abdominal volume on the accuracy of a step count obtained from a tri-axial accelerometer. Accelerometers were placed directly onto the skin at the chest, waist and lower back of 12 participants. Participants then walked on a motorized treadmill at 0.89m/s and 1.34m/s. Analysis of the results indicated that BMI and abdominal volume did not affect the accuracy of the step count obtained from accelerometers under any conditions. Walking speed, however, had a significant effect with step count accuracy decreasing at the slower speed.
Keywords
accelerometers; biomedical equipment; biomedical measurement; gait analysis; skin; BMI effect; abdominal volume; adiposity; body mass index; chest; motorized treadmill; practical wearable devices; skin; step count accuracy; tri-axial accelerometer; waist; walking speed; Accelerometers; Accuracy; Biomedical monitoring; Indexes; Legged locomotion; Shape; Three dimensional displays; Acceleration; Anthropometry; Body Mass Index; Female; Humans; Male; Walking;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6090616
Filename
6090616
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