Evaluation of gait parameter estimation accuracy: a comparison between commercial IMU and optical capture motion system

2022 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (MEMEA 2022)(2022)

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摘要
In the elderly, there are several pathologies that can be identified from gait parameters such as frailty, fall risk and cognitive decline. Gait analysis is a successful method for the detection and diagnosis of gait-related diseases, being Inertial Measurement Units (IMUs) one of the most widely used (low cost, accuracy and portability). In this work, we analyse the accuracy of gait parameters estimation using a commercial IMU (Physilog 6S from GaitUp) versus the Optitrack System as gold standard. We carry out an in-depth comparison of the gait parameters obtained using the manufacturer software (GaitUp Lab) and our own algorithms based on an inertial navigation with zero velocity update at stance algorithm (INS- ZUPT). Several tests were performed by 2 healthy subjects walking in different ways (normal, high step, dragging the feet and feet drop).
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关键词
gait parameter estimation,commercial IMU,optical capture motion system,cognitive decline,gait analysis,inertial measurement units,optitrack system,in-depth comparison
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