• 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