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ORIGINAL RESEARCH article

Front. Bioeng. Biotechnol.
Sec. Biomechanics
Volume 12 - 2024 | doi: 10.3389/fbioe.2024.1449698
This article is part of the Research Topic Assessment and Monitoring of Human Movement View all 25 articles

Validation of Inertial Measurement Units based on waveform similarity assessment against a photogrammetry system for gait kinematic analysis

Provisionally accepted
Laura Blanco-Coloma Laura Blanco-Coloma 1*Lucía García-González Lucía García-González 1Isabel Sinovas-Alonso Isabel Sinovas-Alonso 1Silvia Torio-Álvarez Silvia Torio-Álvarez 1Paula Martos-Hernández Paula Martos-Hernández 1Sara González-Expósito Sara González-Expósito 2Ángel Gil-Agudo Ángel Gil-Agudo 1Diana Herrera-Valenzuela Diana Herrera-Valenzuela 1,3
  • 1 Biomechanics and Assistive Technology Unit, National Hospital for Paraplegics, Toledo, Spain
  • 2 Centre for Automation and Robotics, Spanish National Research Council (CSIC), Madrid, Madrid, Spain
  • 3 International Doctoral School, Rey Juan Carlos University, Móstoles, Madrid, Spain

The final, formatted version of the article will be published soon.

    When assessing gait analysis outcomes for clinical use, it is indispensable to use an accurate system ensuring a minimal measurement error. Inertial Measurement Units (IMUs) are a versatile motion capture system to evaluate gait kinematics during out-of-lab activities and technology-assisted rehabilitation therapies. However, IMUs are susceptible to distortions, offset and drifting. Therefore, it is important to have a validated instrumentation and recording protocol to ensure the reliability of the measurements, to differentiate therapy effects from system-induced errors. A protocol was carried out to validate the accuracy of gait kinematic assessment with IMUs based on the similarity of the waveform of concurrent signals captured by this system and by a photogrammetry reference system. A gait database of 32 healthy subjects was registered synchronously with both devices. The validation process involved two steps: 1) a preliminary similarity assessment using the Pearson correlation coefficient, and 2) a similarity assessment in terms of correlation, displacement and gain by estimating the offset between signals, the difference between the registered range of motion (∆ROM), the root mean square error (RMSE) and the interprotocol coefficient of multiple correlation (CMCP). Besides, the CMCP was recomputed after removing the offset between signals (CMCPoff). The correlation was strong (r > 0.75) for both limbs for hip flexion/extension, hip adduction/abduction, knee flexion/extension and ankle dorsal/plantar flexion. These joint movements were studied in the second part of the analysis. The ∆ROM values obtained were smaller than 6º, being negligible relative to the minimally clinically important difference (MCID) estimated for unaffected limbs, and the RMSE values were under 10º. The offset for hips and ankles in the sagittal plane reached -9º and -8º, respectively, whereas hips adduction/abduction and knees flexion/extension were around 1º. According to the CMCP, the kinematic pattern of hip flexion/extension (CMCP > 0.90) and adduction/abduction (CMCP > 0.75), knee flexion/extension (CMCP > 0.95) and ankle dorsi/plantar flexion (CMCP > 0.90) were equivalent when captured by each system synchronously. However, after offset correction, only hip flexion/extension (CMCPoff = 1), hip adduction/abduction (CMCPoff > 0.85) and knee flexion/extension (CMCPoff > 0.95) satisfied the conditions to be considered similar.

    Keywords: three-dimensional (3D) kinematic gait data, Inertial measurement units (IMUs), Photogrammetry, waveform similarity assessment, interprotocol coefficient of multiple correlation (CMCP), feasibility, repeatability

    Received: 15 Jun 2024; Accepted: 30 Jul 2024.

    Copyright: © 2024 Blanco-Coloma, García-González, Sinovas-Alonso, Torio-Álvarez, Martos-Hernández, González-Expósito, Gil-Agudo and Herrera-Valenzuela. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Laura Blanco-Coloma, Biomechanics and Assistive Technology Unit, National Hospital for Paraplegics, Toledo, Spain

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