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Effect of intermittent feedback control on robustness of human-like postural control system

机译:间歇反馈控制对类人姿势控制系统鲁棒性的影响

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Humans have to acquire postural robustness to maintain stability against internal and external perturbations. Human standing has been recently modelled using an intermittent feedback control. However, the causality inside of the closed-loop postural control system associated with the neural control strategy is still unknown. Here, we examined the effect of intermittent feedback control on postural robustness and of changes in active/passive components on joint coordinative structure. We implemented computer simulation of a quadruple inverted pendulum that is mechanically close to human tiptoe standing. We simulated three pairs of joint viscoelasticity and three choices of neural control strategies for each joint: intermittent, continuous, or passive control. We examined postural robustness for each parameter set by analysing the region of active feedback gain. We found intermittent control at the hip joint was necessary for model stabilisation and model parameters affected the robustness of the pendulum. Joint sways of the pendulum model were partially smaller than or similar to those of experimental data. In conclusion, intermittent feedback control was necessary for the stabilisation of the quadruple inverted pendulum. Also, postural robustness of human-like multi-link standing would be achieved by both passive joint viscoelasticity and neural joint control strategies.
机译:人类必须获得姿势鲁棒性,才能保持稳定,以抵抗内部和外部干扰。最近使用间歇性反馈控制对人体站立进行了建模。但是,与神经控制策略相关的闭环姿势控制系统内部的因果关系仍然未知。在这里,我们检查了间歇性反馈控制对姿势鲁棒性的影响以及关节协调结构上主动/被动组件的变化。我们对四脚倒立摆进行了计算机模拟,该倒立摆在机械上接近于人类的脚尖站立。我们模拟了三对关节粘弹性和每个关节的三种神经控制策略选择:间歇,连续或被动控制。我们通过分析有源反馈增益区域来检查每个参数集的姿势鲁棒性。我们发现髋关节的间歇控制对于模型稳定和模型参数影响摆锤的鲁棒性是必要的。摆模型的关节摆部分小于或类似于实验数据。总之,间歇性反馈控制对于稳定四重倒立摆是必要的。同样,将通过被动关节粘弹性和神经关节控制策略来实现类似人的多链接站立姿势的鲁棒性。

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