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An Evaluation of Motion Trackers with Virtual Reality Sensor Technology in Comparison to a Marker-Based Motion Capture System Based on Joint Angles for Ergonomic Risk Assessment

机译:基于关节角度的基于虚拟现实传感器技术的运动跟踪器的评估与人体工程学风险评估的关节角度相比

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摘要

The reproduction and simulation of workplaces, and the analysis of body postures during work processes, are parts of ergonomic risk assessments. A commercial virtual reality (VR) system offers the possibility to model complex work scenarios as virtual mock-ups and to evaluate their ergonomic designs by analyzing motion behavior while performing work processes. In this study a VR tracking sensor system (HTC Vive tracker) combined with an inverse kinematic model (Final IK) was compared with a marker-based optical motion capture system (Qualisys). Marker-based optical motion capture systems are considered the gold standard for motion analysis. Therefore, Qualisys was used as the ground truth in this study. The research question to be answered was how accurately the HTC Vive System combined with Final IK can measure joint angles used for ergonomic evaluation. Twenty-six subjects were observed simultaneously with both tracking systems while performing 20 defined movements. Sixteen joint angles were analyzed. Joint angle deviations between ±6∘ and ±42∘ were identified. These high deviations must be considered in ergonomic risk assessments when using a VR system. The results show that commercial low-budget tracking systems have the potential to map joint angles. Nevertheless, substantial weaknesses and inaccuracies in some body regions must be taken into account. Recommendations are provided to improve tracking accuracy and avoid systematic errors.
机译:工作场所的再现和仿真以及工作过程中的身体姿势分析,是符合人体工程学风险评估的一部分。商业虚拟现实(VR)系统提供了模拟复杂的工作场景作为虚拟模型的可能性,并通过在执行工作流程时分析运动行为来评估其符合人体工程学设计。在本研究中,将VR跟踪传感器系统(HTC Vive Tracker)与反向运动模型(最终IK)与基于标记的光学运动捕获系统(Qualisys)进行比较。基于标记的光学运动捕获系统被认为是运动分析的金标准。因此,Qualisys被用作本研究中的基础事实。要回答的研究问题是HTC Vive系统与最终IK相结合的准确性可以测量用于符合人体工程学评估的关节角度。在执行20个定义运动的同时,在跟踪系统中同时观察二十六个受试者。分析了十六个关节角度。鉴定了±6∘和±42之间的关节角度偏差。必须在使用VR系统时以符合人体工程学风险评估考虑这些高偏差。结果表明,商业低预算跟踪系统具有映射关节角度的潜力。然而,必须考虑某些身体区域的大量弱点和不准确性。提供了建议,以提高跟踪准确性并避免系统错误。

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