Temporal parameter change of human postural control ability during upright swing using recursive least square method

Akifumi Goto, Mizuri Ishida, K. Sagawa
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引用次数: 1

Abstract

The purpose of this study is to derive quantitative assessment indicators of the human postural control ability. An inverted pendulum is applied to standing human body and is controlled by ankle joint torque according to PD control method in sagittal plane. Torque control parameters (KP: proportional gain, KD: derivative gain) and pole placements of postural control system are estimated with time from inclination angle variation using fixed trace method as recursive least square method. Eight young healthy volunteers are participated in the experiment, in which volunteers are asked to incline forward as far as and as fast as possible 10 times over 10 [s] stationary intervals with their neck joint, hip joint and knee joint fixed, and then return to initial upright posture. The inclination angle is measured by an optical motion capture system. Three conditions are introduced to simulate unstable standing posture; 1) eyes-opened posture for healthy condition, 2) eyes-closed posture for visual impaired and 3) one-legged posture for lower-extremity muscle weakness. The estimated parameters Kp, KD and pole placements are applied to multiple comparison test among all stability conditions. The test results indicate that Kp, KD and real pole reflect effect of lower-extremity muscle weakness and KD also represents effect of visual impairment. It is suggested that the proposed method is valid for quantitative assessment of standing postural control ability.
用递推最小二乘法研究人体直立摆动时姿态控制能力的时间参数变化
本研究的目的是导出人体姿势控制能力的定量评价指标。将倒立摆应用于站立人体,在矢状面采用PD控制方法,通过踝关节力矩控制倒立摆。利用固定迹线法作为递推最小二乘法,从倾角变化中估计力矩控制参数(KP:比例增益,KD:导数增益)和姿态控制系统的极点位置随时间的变化。实验选取了8名年轻健康的志愿者,要求志愿者在固定颈、髋关节、膝关节的情况下,在10 [s]的固定间隔内尽可能快、尽可能远地向前倾斜10次,然后恢复到最初的直立姿势。倾斜角度由光学运动捕捉系统测量。引入三种条件来模拟不稳定站立姿态;1)健康人的睁眼姿势;2)视力受损者的闭眼姿势;3)下肢肌肉无力者的单腿姿势。将估计的Kp、KD和杆位参数应用于各稳定性条件下的多重对比试验。实验结果表明,Kp、KD和实极反映了下肢肌无力的影响,KD也反映了视觉障碍的影响。结果表明,该方法可用于站立姿势控制能力的定量评价。
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