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Development and Evaluation of a Hybrid Measurement System to Determine the Kinematics of the Wrist
Sensors ( IF 3.9 ) Pub Date : 2024-04-16 , DOI: 10.3390/s24082543
Jason Dellai 1, 2 , Martine A. Gilles 1 , Olivier Remy 1 , Laurent Claudon 1 , Gilles Dietrich 2
Affiliation  

Optical Motion Capture Systems (OMCSs) are considered the gold standard for kinematic measurement of human movements. However, in situations such as measuring wrist kinematics during a hairdressing activity, markers can be obscured, resulting in a loss of data. Other measurement methods based on non-optical data can be considered, such as magneto-inertial measurement units (MIMUs). Their accuracy is generally lower than that of an OMCS. In this context, it may be worth considering a hybrid system [MIMU + OMCS] to take advantage of OMCS accuracy while limiting occultation problems. The aim of this work was (1) to propose a methodology for coupling a low-cost MIMU (BNO055) to an OMCS in order to evaluate wrist kinematics, and then (2) to evaluate the accuracy of this hybrid system [MIMU + OMCS] during a simple hairdressing gesture. During hair cutting gestures, the root mean square error compared with the OMCS was 4.53° (1.45°) for flexion/extension, 5.07° (1.30°) for adduction/abduction, and 3.65° (1.19°) for pronation/supination. During combing gestures, they were significantly higher, but remained below 10°. In conclusion, this system allows for maintaining wrist kinematics in case of the loss of hand markers while preserving an acceptable level of precision (<10°) for ergonomic measurement or entertainment purposes.

中文翻译:

确定手腕运动学的混合测量系统的开发和评估

光学运动捕捉系统 (OMCS) 被认为是人体运动运动学测量的黄金标准。然而,在美发活动期间测量手腕运动学等情况下,标记可能会被遮挡,从而导致数据丢失。可以考虑基于非光学数据的其他测量方法,例如磁惯性测量单元(MIMU)。它们的准确度通常低于 OMCS。在这种情况下,可能值得考虑混合系统 [MIMU + OMCS],以利用 OMCS 精度,同时限制掩星问题。这项工作的目的是 (1) 提出一种将低成本 MIMU (BNO055) 耦合到 OMCS 的方法,以评估手腕运动学,然后 (2) 评估该混合系统 [MIMU + OMCS] 的准确性] 在一个简单的美发手势中。在剪发姿势期间,与 OMCS 相比,屈曲/伸展的均方根误差为 4.53°(1.45°),内收/外展为 5.07°(1.30°),内旋/旋后为 3.65°(1.19°)。在梳理手势期间,它们明显更高,但仍低于 10°。总之,该系统允许在手部标记丢失的情况下保持手腕运动学,同时保持可接受的精度水平(<10°),以实现人体工程学测量或娱乐目的。
更新日期:2024-04-16
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