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基于磁惯性测量单元的姿态测量系统的验证与评估。

Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units.

机构信息

Department of Mechanical Engineering, Politecnico di Milano, 20156 Milan, Italy.

Physical Medicine and Rehabilitative Unit, Università Campus Bio-Medico di Roma, 00128 Rome, Italy.

出版信息

Sensors (Basel). 2021 Oct 3;21(19):6610. doi: 10.3390/s21196610.

DOI:10.3390/s21196610
PMID:34640930
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8513009/
Abstract

Inappropriate posture and the presence of spinal disorders require specific monitoring systems. In clinical settings, posture evaluation is commonly performed with visual observation, electrogoniometers or motion capture systems (MoCaps). Developing a measurement system that can be easily used also in non-structured environments would be highly beneficial for accurate posture monitoring. This work proposes a system based on three magneto-inertial measurement units (MIMU), placed on the backs of seventeen volunteers on the T3, T12 and S1 vertebrae. The reference system used for validation is a stereophotogrammetric motion capture system. The volunteers performed forward bending and sit-to-stand tests. The measured variables for identifying the posture were the kyphosis and the lordosis angles, as well as the range of movement (ROM) of the body segments. The comparison between MIMU and MoCap provided a maximum RMSE of 5.6° for the kyphosis and the lordosis angles. The average lumbo-pelvic contribution during forward bending (41.8 ± 8.6%) and the average lumbar ROM during sit-to-stand (31.8 ± 9.8° for sitting down, 29.6 ± 7.6° for standing up) obtained with the MIMU system agree with the literature. In conclusion, the MIMU system, which is wearable, inexpensive and easy to set up in non-structured environments, has been demonstrated to be effective in posture evaluation.

摘要

不当姿势和脊柱疾病的存在需要特定的监测系统。在临床环境中,通常通过视觉观察、电子角度计或运动捕捉系统 (MoCap) 来进行姿势评估。开发一种易于在非结构化环境中使用的测量系统对于准确的姿势监测将非常有益。这项工作提出了一种基于三个磁惯性测量单元 (MIMU) 的系统,将其放置在十七名志愿者的 T3、T12 和 S1 椎骨上。用于验证的参考系统是立体摄影运动捕捉系统。志愿者进行了前屈和坐站测试。用于识别姿势的测量变量是后凸和前凸角度以及身体部位的活动范围 (ROM)。MIMU 和 MoCap 的比较提供了后凸和前凸角度的最大 RMSE 为 5.6°。使用 MIMU 系统获得的前屈时的腰椎骨盆贡献平均值(41.8±8.6%)和坐站时的腰椎 ROM 平均值(坐下来时为 31.8±9.8°,站起来时为 29.6±7.6°)与文献一致。总之,MIMU 系统可穿戴、价格低廉且易于在非结构化环境中设置,已被证明在姿势评估中有效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9109/8513009/6acf6c9b845f/sensors-21-06610-g011.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9109/8513009/3fcb87776ddb/sensors-21-06610-g009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9109/8513009/6acf6c9b845f/sensors-21-06610-g011.jpg
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