دورية أكاديمية

Development and Evaluation of a Cost-effective IMU System for Gait Analysis: Comparison with Vicon and VideoPose3D Algorithms

التفاصيل البيبلوغرافية
العنوان: Development and Evaluation of a Cost-effective IMU System for Gait Analysis: Comparison with Vicon and VideoPose3D Algorithms
المؤلفون: Wilhelm Nikolas, Micheler Carina M., Lang Jan J., Hinterwimmer Florian, Schaack Victor, Smits Ricardo, Haddadin Sami, Burgkart Rainer
المصدر: Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 254-257 (2023)
بيانات النشر: De Gruyter, 2023.
سنة النشر: 2023
المجموعة: LCC:Medicine
مصطلحات موضوعية: imu, gait analysis, vicon, videopose3d, Medicine
الوصف: This study aimed to develop and evaluate a costeffective Inertial Measurement Unit (IMU) system for gait analysis, comparing its performance with the Vicon system and the VideoPose3D algorithm. The system comprises five calibrated sensors and a mobile app to measure lower body orientation during gait and stair climbing. Eight healthy participants were involved in the experiment, each performing ten repetitions to analyze hip and knee flexion angles. The IMU system demonstrated significantly lower mean square error than deep learning-based approaches and comparable results to the Vicon system, indicating its potential for clinical and research applications.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2364-5504
العلاقة: https://doaj.org/toc/2364-5504Test
DOI: 10.1515/cdbme-2023-1064
الوصول الحر: https://doaj.org/article/a7d84529104e425788f9972722a2e7e2Test
رقم الانضمام: edsdoj.7d84529104e425788f9972722a2e7e2
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:23645504
DOI:10.1515/cdbme-2023-1064