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Characterization of inertial measurement unit placement on the human body upon repeated donnings

机译:反复穿戴时惯性测量单元在人体上的放置特性

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Accurate estimations of variability in multiple donnings of sensor suites may aid algorithm development for wearable motion capture systems that make use of Inertial Measurement Units (IMUs). The accuracy of any algorithm incorporating these sensors is limited by the accuracy of the sensor to segment calibration. When either sensor placement (use by a non-expert) or limb motion during calibration (natural human variation) vary, the estimations are affected. In this study, 22 participants self-placed IMUs on three locations and performed six prescribed motions during each of these five donnings. For absolute placement of the sensors, the chest location mean was less than the forearm, which was less than the bicep. For sensor orientation, the opposite ordering of location was found. No difference in sensor rotation was found between the bicep and forearm, but both locations differed from the chest location. Results were analyzed at the beginning of prescribed motions.
机译:传感器套件多次磨损中的可变性的准确估计可能有助于使用惯性测量单元(IMU)的可穿戴运动捕获系统的算法开发。包含这些传感器的任何算法的精度都受到段校准传感器的精度的限制。当传感器放置(由非专家使用)或校准过程中肢体运动(人为自然变化)发生变化时,估计会受到影响。在这项研究中,有22名参与者将IMU自动放置在三个位置,并在这五次捐赠中的每一次捐赠中执行了六个规定的动作。对于绝对放置传感器,胸部位置平均值小于前臂,而前臂小于二头肌。对于传感器方向,找到相反的位置顺序。在二头肌和前臂之间没有发现传感器旋转的差异,但是两个位置均与胸部位置不同。在规定的动作开始时对结果进行分析。

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