4.6 Article

An IMU-to-Body Alignment Method Applied to Human Gait Analysis

Journal

SENSORS
Volume 16, Issue 12, Pages -

Publisher

MDPI AG
DOI: 10.3390/s16122090

Keywords

inertial sensor; joint angular kinematics; human motion analysis; anatomical calibration; technical frames

Funding

  1. Commission of the European Union [ICT 24 A, H2020-ICT24-2016-688175]
  2. CNPq [308529/2013-8]
  3. CAPES [PGPTA 3457/2014, PVE A126/2013]
  4. FAPES [67566480, 72982608]

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This paper presents a novel calibration procedure as a simple, yet powerful, method to place and align inertial sensors with body segments. The calibration can be easily replicated without the need of any additional tools. The proposed method is validated in three different applications: a computer mathematical simulation; a simplified joint composed of two semi-spheres interconnected by a universal goniometer; and a real gait test with five able-bodied subjects. Simulation results demonstrate that, after the calibration method is applied, the joint angles are correctly measured independently of previous sensor placement on the joint, thus validating the proposed procedure. In the cases of a simplified joint and a real gait test with human volunteers, the method also performs correctly, although secondary plane errors appear when compared with the simulation results. We believe that such errors are caused by limitations of the current inertial measurement unit (IMU) technology and fusion algorithms. In conclusion, the presented calibration procedure is an interesting option to solve the alignment problem when using IMUs for gait analysis.

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