Khang G, Zajac F E
IEEE Trans Biomed Eng. 1989 Sep;36(9):873-84. doi: 10.1109/10.35296.
We have developed a planar computer model to investigate paraplegic standing induced by functional neuromuscular stimulation. The model consists of nonlinear musculotendon dynamics (pulse train activation dynamics and musculotendon actuator dynamics), nonlinear body-segmental dynamics, and a linear output-feedback control law. The model of activation dynamics is an analytic expression that characterizes the relation between the stimulus parameters (pulse width and interpulse interval) and the muscle activation. Hill's classic two-element muscle model was modified into a musculotendon actuator model in order to account for the effects of submaximal activation and tendon elasticity on development of force by the actuator. The three body-segmental, multijoint model accounts for the anterior-posterior movements of the head and trunk, the thigh, and the shank. We modeled arm movement as an external disturbance and imposed the disturbance to the body-segmental dynamics by means of a quasistatic analysis. Linearization, and at times linear approximation of the computer model, enabled us to compute a constant, linear feedback-gain matrix, whose output is the net activation needed by a dynamical joint-torque actuator. Motivated by an assumption that minimization of energy expenditure lessens muscle fatigue, we developed an algorithm that then computes how to distribute the net activation among all the muscles crossing the joint. In part II, the combined feedback control strategy is applied to the nonlinear model of musculotendon and body-segmental dynamics to study how well the body ought to maintain balance should the feedback control strategy be employed.
我们开发了一个平面计算机模型,用于研究功能性神经肌肉刺激诱导的截瘫站立。该模型由非线性肌肉-肌腱动力学(脉冲序列激活动力学和肌肉-肌腱执行器动力学)、非线性身体节段动力学和线性输出反馈控制律组成。激活动力学模型是一个解析表达式,它表征了刺激参数(脉冲宽度和脉冲间隔)与肌肉激活之间的关系。希尔经典的二元肌肉模型被修改为肌肉-肌腱执行器模型,以考虑次最大激活和肌腱弹性对执行器力发展的影响。三体节段多关节模型考虑了头部和躯干、大腿以及小腿的前后运动。我们将手臂运动建模为外部干扰,并通过准静态分析将该干扰施加到身体节段动力学上。计算机模型的线性化以及有时的线性近似,使我们能够计算出一个常数线性反馈增益矩阵,其输出是动态关节扭矩执行器所需的净激活。基于能量消耗最小化可减轻肌肉疲劳的假设,我们开发了一种算法,该算法进而计算如何在跨越关节的所有肌肉之间分配净激活。在第二部分中,将组合反馈控制策略应用于肌肉-肌腱和身体节段动力学的非线性模型,以研究如果采用反馈控制策略,身体应如何很好地保持平衡。