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Reliability of assessing postural control during seated balancing using a physical human-robot interaction

机译:使用物理人机交互在坐姿平衡过程中评估姿势控制的可靠性

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摘要

This study evaluated the within- and between-visit reliability of a seated balance test for quantifying trunk motor control using input-output data. Thirty healthy subjects performed a seated balance test under three conditions: eyes open (EO), eyes closed (EC), and eyes closed with vibration to the lumbar muscles (VIB). Each subject performed three trials of each condition on three different visits. The seated balance test utilized a torque-controlled robotic seat, which together with a sitting subject resulted in a physical human-robot interaction (pHRI) (two degrees-of-freedom with upper and lower body rotations). Subjects balanced the pHRI by controlling trunk rotation in response to pseudorandom torque perturbations applied to the seat in the coronal plane. Performance error was expressed as the root mean square (RMSE) of deviations from the upright position in the time domain and as the mean bandpass signal energy (Emb) in the frequency domain. Intra-class correlation coefficients (ICC) quantified the between-visit reliability of both RMSE and Emb. The empirical transfer function estimates (ETFE) from the perturbation input to each of the two rotational outputs were calculated. Coefficients of multiple correlation (CMC) quantified the within- and between-visit reliability of the averaged ETFE. ICCs of RMSE and Emb for all conditions were ≥ 0.84. The mean within- and between-visit CMCs were all ≥ 0.96 for the lower body rotation and ≥ 0.89 for the upper body rotation. Therefore, our seated balance test consisting of pHRI to assess coronal plane trunk motor control is reliable.
机译:这项研究评估了就座平衡测试的来访者内部和之间的可靠性,以使用输入输出数据量化躯干马达控制。 30名健康受试者在以下三种情况下进行了就座平衡测试:睁眼(EO),闭眼(EC)和闭眼对腰部肌肉的振动(VIB)。每个对象在三个不同的访问中对每种情况进行了三个试验。坐姿平衡测试使用了一个扭矩控制的机器人座椅,该座椅与一个就座的受试者一起导致了人机交互(pHRI)(上下左右旋转两个自由度)。受试者通过响应躯干向冠状平面施加的伪随机扭矩扰动来控制躯干旋转来平衡pHRI。性能误差在时域中表示为偏离直立位置的均方根(RMSE),在频域中表示为平均带通信号能量(Emb)。类内相关系数(ICC)量化了RMSE和Emb的两次访问之间的可靠性。计算了从扰动输入到两个旋转输出的每一个的经验传递函数估计(ETFE)。多重相关系数(CMC)量化了平均ETFE的访问内和访问间可靠性。在所有条件下,RMSE和Emb的ICC均≥0.84。下半身旋转的平均内访CMC均≥0.96,上半身旋转的均访视CMC均≥0.89。因此,我们的由pHRI组成的坐姿平衡测试来评估冠状平面躯干马达的控制是可靠的。

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