4.5 Article

Inertial measurement systems for segments and joints kinematics assessment: towards an understanding of the variations in sensors accuracy

期刊

BIOMEDICAL ENGINEERING ONLINE
卷 16, 期 -, 页码 -

出版社

BMC
DOI: 10.1186/s12938-017-0347-6

关键词

AHRS; IMU; Inertial sensors; Attitude and heading reference system; 3D orientation tracking; Inertial motion capture; Sit-to-stand; Gait; Walk; Turn; Validation; Accuracy

资金

  1. Canadian Institutes of Health Research (CIHR)
  2. Fonds de recherche du Quebec-Sante (FRQS)
  3. Research Centre on Aging

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Background: Joints kinematics assessment based on inertial measurement systems, which include attitude and heading reference system (AHRS), are quickly gaining in popularity for research and clinical applications. The variety of the tasks and contexts they are used in require a deep understanding of the AHRS accuracy for optimal data interpretation. However, published accuracy studies on AHRS are mostly limited to a single task measured on a limited number of segments and participants. This study assessed AHRS sensors kinematics accuracy at multiple segments and joints through a variety of tasks not only to characterize the system's accuracy in these specific conditions, but also to extrapolate the accuracy results to a broader range of conditions using the characteristics of the movements (i.e. velocity and type of motion). Twenty asymptomatic adults ((age) over bar = 49.9) performed multiple 5 m timed up and go. Participants' head, upper trunk, pelvis, thigh, shank and foot were simultaneously tracked using AHRS and an optical motion capture system (gold standard). Each trial was segmented into basic tasks (sit-to-stand, walk, turn). Results: At segment level, results revealed a mean root-mean-squared-difference ((RMSD) over bar) varying between 1.1 degrees and 5.5 degrees according to the segment tracked and the task performed, with a good to excellent agreement between the systems. Relative sensor kinematics accuracy (i.e. joint) varied between 1.6 degrees and 13.6 degrees over the same tasks. On a global scheme, analysis of the effect of velocity on sensor kinematics accuracy showed that AHRS are better adapted to motions performed between 50 degrees/s and 75 degrees/s (roughly thigh and shank while walking). Conclusion: Results confirmed that pairing of modules to obtain joint kinematics affects the accuracy compared to segment kinematics. Overall, AHRS are a suitable solution for clinical evaluation of biomechanics under the multi-segment tasks performed although the variation in accuracy should be taken into consideration when judging the clinical meaningfulness of the observed changes.

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