Suitability of a Low-Cost Wearable Sensor to Assess Turning in Healthy Adults

被引:3
作者
Mason, Rachel [1 ]
Byerley, Joe [1 ]
Baker, Andrea [1 ]
Powell, Dylan [2 ]
Pearson, Liam T. T. [1 ]
Barry, Gill [1 ]
Godfrey, Alan [2 ]
Mancini, Martina [3 ]
Stuart, Samuel [1 ,4 ]
Morris, Rosie [1 ,4 ]
机构
[1] Northumbria Univ, Dept Sport Exercise & Rehabil, Newcastle Upon Tyne NE1 8ST, England
[2] Northumbria Univ, Dept Comp Sci, Newcastle Upon Tyne NE1 8ST, England
[3] Oregon Hlth & Sci Univ, Dept Neurol, Portland, OR 97239 USA
[4] Northumbria Healthcare NHS Fdn Trust, Newcastle upon Tyne NE29 8NH, England
关键词
inertial sensors; turning; validation; wearables; PARKINSONS-DISEASE; GAIT ANALYSIS; PEOPLE; MOTION; REHABILITATION; ACCELEROMETER; ASSOCIATION; RELIABILITY; MOBILITY; PROTOCOL;
D O I
10.3390/s22239322
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Background: Turning is a complex measure of gait that accounts for over 50% of daily steps. Traditionally, turning has been measured in a research grade laboratory setting, however, there is demand for a low-cost and portable solution to measure turning using wearable technology. This study aimed to determine the suitability of a low-cost inertial sensor-based device (AX6, Axivity) to assess turning, by simultaneously capturing and comparing to a turn algorithm output from a previously validated reference inertial sensor-based device (Opal), in healthy young adults. Methodology: Thirty participants (aged 23.9 +/- 4.89 years) completed the following turning protocol wearing the AX6 and reference device: a turn course, a two-minute walk (including 180 degrees turns) and turning in place, alternating 360 degrees turn right and left. Both devices were attached at the lumbar spine, one Opal via a belt, and the AX6 via double sided tape attached directly to the skin. Turning measures included number of turns, average turn duration, angle, velocity, and jerk. Results: Agreement between the outcomes from the AX6 and reference device was good to excellent for all turn characteristics (all ICCs > 0.850) during the turning 360 degrees task. There was good agreement for all turn characteristics (all ICCs > 0.800) during the two-minute walk task, except for moderate agreement for turn angle (ICC 0.683). Agreement for turn outcomes was moderate to good during the turns course (ICCs range; 0.580 to 0.870). Conclusions: A low-cost wearable sensor, AX6, can be a suitable and fit-for-purpose device when used with validated algorithms for assessment of turning outcomes, particularly during continuous turning tasks. Future work needs to determine the suitability and validity of turning in aging and clinical cohorts within low-resource settings.
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页数:13
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