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使用加速度计和陀螺仪测量从椅子上起身运动学的准确性。

The accuracy of measuring the kinematics of rising from a chair with accelerometers and gyroscopes.

作者信息

Boonstra Miranda C, van der Slikke Rienk M A, Keijsers Noël L W, van Lummel Rob C, de Waal Malefijt Maarten C, Verdonschot Nico

机构信息

Orthopaedic Research Laboratory, Radboud University Nijmegen Medical Centre, P.O. Box 9101, HB Nijmegen, The Netherlands.

出版信息

J Biomech. 2006;39(2):354-8. doi: 10.1016/j.jbiomech.2004.11.021. Epub 2005 Jan 18.

Abstract

The purpose of this study was to assess the accuracy of measuring angle and angular velocity of the upper body and upper leg during rising from a chair with accelerometers, using low-pass filtering of the accelerometer signal. Also, the improvement in accuracy of the measurement with additional use of high-pass filtered gyroscopes was assessed. Two uni-axial accelerometers and one gyroscope (DynaPort) per segment were used to measure angles and angular velocities of upper body and upper leg. Calculated angles and angular velocities were compared to a high-quality optical motion analysis system (Optotrak), using root mean squared error (RMS) and correlation coefficient (r) as parameters. The results for the sensors showed that two uni-axial accelerometers give a reasonable accurate measurement of the kinematics of rising from a chair (RMS = 2.9, 3.5, and 2.6 degrees for angle and RMS = 9.4, 18.4, and 11.5 degrees /s for angular velocity for thorax, pelvis, and upper leg, respectively). Additional use of gyroscopes improved the accuracy significantly (RMS = 0.8, 1.1, and 1.7 degrees for angle and RMS = 2.6, 4.0 and 4.9 degrees /s for angular velocity for thorax, pelvis and upper leg, respectively). The low-pass Butterworth filter had optimal cut-off frequencies of 1.05, 1.3, and 1.05 for thorax, pelvis, and upper leg, respectively. For the combined signal, the optimal cut-off frequencies were 0.18, 0.2, and 0,38 for thorax, pelvis and upper leg, respectively. The filters showed no subject specificity. This study provides an accurate, inexpensive and simple method to measure the kinematics of movements similar to rising from a chair.

摘要

本研究的目的是通过对加速度计信号进行低通滤波,评估使用加速度计测量从椅子上起身时上半身和大腿的角度及角速度的准确性。此外,还评估了额外使用高通滤波陀螺仪对测量准确性的改善情况。每段使用两个单轴加速度计和一个陀螺仪(DynaPort)来测量上半身和大腿的角度及角速度。将计算得到的角度和角速度与高质量光学运动分析系统(Optotrak)进行比较,使用均方根误差(RMS)和相关系数(r)作为参数。传感器的结果表明,两个单轴加速度计对从椅子上起身的运动学测量具有合理的准确性(胸部、骨盆和大腿的角度RMS分别为2.9、3.5和2.6度,角速度RMS分别为9.4、18.4和11.5度/秒)。额外使用陀螺仪显著提高了准确性(胸部、骨盆和大腿的角度RMS分别为0.8、1.1和1.7度,角速度RMS分别为2.6、4.0和4.9度/秒)。低通巴特沃斯滤波器对胸部、骨盆和大腿的最佳截止频率分别为1.05、1.3和1.05。对于组合信号,胸部、骨盆和大腿的最佳截止频率分别为0.18、0.2和0.38。这些滤波器没有显示出个体特异性。本研究提供了一种准确、廉价且简单的方法来测量类似于从椅子上起身的运动的运动学。

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