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

机译:递推最小二乘法在直立挥杆过程中人体姿势控制能力的时间参数变化

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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 (K_P: proportional gain, K_D: 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 K_P, K_D and pole placements are applied to multiple comparison test among all stability conditions. The test results indicate that K_P, K_D and real pole reflect effect of lower-extremity muscle weakness and K_D also represents effect of visual impairment. It is suggested that the proposed method is valid for quantitative assessment of standing postural control ability.
机译:这项研究的目的是得出人体姿势控制能力的定量评估指标。倒立摆应用于站立的人体,并根据矢状面中的PD控制方法由踝关节扭矩控制。使用固定迹线方法作为递归最小二乘方法,根据倾斜角度变化随时间估算姿势控制系统的转矩控制参数(K_P:比例增益,K_D:微分增益)和极点位置。八名年轻健康志愿者参加了该实验,其中要求志愿者在固定颈椎,髋关节和膝关节的情况下,在10 [s]个固定间隔内尽可能快地向前倾斜10次,然后返回保持最初的直立姿势。倾斜角由光学运动捕获系统测量。引入了三个条件来模拟不稳定的站立姿势。 1)为健康状况睁开眼睛的姿势,2)为视力障碍闭上眼睛的姿势,以及3)下肢肌肉无力的单腿姿势。估计的参数K_P,K_D和极点位置将应用于所有稳定性条件之间的多重比较测试。测试结果表明,K_P,K_D和真实杆反映了下肢肌肉无力的影响,K_D也代表了视觉障碍的影响。建议该方法对站立姿势控制能力的定量评估是有效的。

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