Experimental evaluation of indoor magnetic distortion effects on gait analysis performed with wearable inertial sensors.
Magnetic inertial measurement unit systems (MIMU) offer the potential to perform joint kinematics evaluation as an alternative to optoelectronic systems (OS). Several studies have reported the effect of indoor magnetic field disturbances on the MIMU's heading output, even though the overall effect on the evaluation of lower limb joint kinematics is not yet fully explored. The aim of the study is to assess the influence of indoor magnetic field distortion on gait analysis trials conducted with a commercial MIMU system. A healthy adult performed gait analysis sessions both indoors and outdoors. Data collected indoors were post-processed with and without a heading correction methodology performed with OS at the start of the gait trial. The performance of the MIMU system is characterized in terms of indices, based on the mean value of lower limb joint angles and the associated ROM, quantifying the system repeatability. We find that the effects of magnetic field distortion, such as the one we experienced in our lab, were limited to the transverse plane of each joint and to the frontal plane of the ankle. Sagittal plane values, instead, showed sufficient repeatability moving from outdoors to indoors. Our findings provide indications to clinicians on MIMU performance in the measurement of lower limb kinematics.
Department of Mechanical and Aerospace Engineering, 'Sapienza' University of Rome, Via Eudossiana 18, I-00184 Roma, Italy. Movement Analysis and Robotics Laboratory (MARLab), Neurorehabilitation Division, IRCCS Children's Hospital 'Bambino Gesù', Via Torre di Palidoro, I-00050 Passoscuro (Fiumicino) Roma, Italy.
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Palermo
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Rossi
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Patanè
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D000328:Adult; D000465:Algorithms; D000843:Ankle Joint / Q000502:physiology; D001696:Biomechanical Phenomena; D004777:Environment; D005684:Gait / Q000502:physiology*; D006621:Hip Joint / Q000502:physiology; D006801:Humans; D007719:Knee Joint / Q000502:physiology; D035002:Lower Extremity / Q000502:physiology*; D060328:Magnetic Phenomena; D008280:Magnetics / Q000295:instrumentation*; D008297:Male; D015203:Reproducibility of Results; D012815:Signal Processing, Computer-Assisted; D016138:Walking / Q000502:physiology*