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Variations in Concurrent Validity of Two Independent Inertial Measurement Units Compared to Gold Standard for Upper Body Posture during Computerised Device Use
被引:4
|作者:
Lee, Roger
[1
,2
]
Akhundov, Riad
[1
,3
,4
]
James, Carole
[5
]
Edwards, Suzi
[2
,6
]
Snodgrass, Suzanne J.
[1
,2
]
机构:
[1] Univ Newcastle, Coll Hlth Med & Wellbeing, Sch Hlth Sci, Callaghan, NSW 2308, Australia
[2] Hunter Med Res Inst, Act Living Res Program, New Lambton Hts, NSW 2305, Australia
[3] Griffith Univ, Menzies Hlth Inst Queensland, Griffith Ctr Biomed & Rehabil Engn GCORE, Gold Coast, Qld 4222, Australia
[4] Griffith Univ, Sch Hlth Sci & Social Work, Gold Coast, Qld 4222, Australia
[5] Univ Sydney, Fac Med & Hlth, Sydney Sch Hlth Sci, Discipline Occupat Therapy, Newcastle, NSW 2308, Australia
[6] Univ Sydney, Fac Med & Hlth, Sch Hlth Sci, Discipline Exercise & Sport Sci, Sydney, NSW 2006, Australia
来源:
关键词:
validation;
inertial measurement unit;
upper body posture;
posture;
computer use;
wearables;
MUSCLE ACTIVITIES;
JOINT KINEMATICS;
NECK PAIN;
RELIABILITY;
SYSTEM;
SENSORS;
WORK;
DISTURBANCES;
VALIDATION;
ACCURACY;
D O I:
10.3390/s23156761
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
Inertial measurement units (IMUs) may provide an objective method for measuring posture during computer use, but research is needed to validate IMUs' accuracy. We examine the concurrent validity of two different IMU systems in measuring three-dimensional (3D) upper body posture relative to a motion capture system (Mocap) as a potential device to assess postures outside a laboratory environment. We used 3D Mocap and two IMU systems (Wi-Fi and Bluetooth) to capture the upper body posture of twenty-six individuals during three physical computer working conditions (monitor correct, monitor raised, and laptop). Coefficient of determination (R-2) and root-mean-square error (RMSE) compared IMUs to Mocap. Head/neck segment [HN], upper trunk segment [UTS], and joint angle [HN-UTS] were the primary variables. Wi-Fi IMUs demonstrated high validity for HN and UTS (sagittal plane) and HN-UTS (frontal plane) for all conditions, and for HN rotation movements (both for the monitor correct and monitor raised conditions), others moderate to poor. Bluetooth IMUs for HN, and UTS (sagittal plane) for the monitor correct, laptop, and monitor raised conditions were moderate. Frontal plane movements except UTS (monitor correct and laptop) and all rotation had poor validity. Both IMU systems were affected by gyroscopic drift with sporadic data loss in Bluetooth IMUs. Wi-Fi IMUs had more acceptable accuracy when measuring upper body posture during computer use compared to Mocap, except for trunk rotations. Variation in IMU systems' performance suggests validation in the task-specific movement(s) is essential.
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页数:15
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