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首页> 外文期刊>Gait & posture >Controlling balance during quiet standing: proportional and derivative controller generates preceding motor command to body sway position observed in experiments.
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Controlling balance during quiet standing: proportional and derivative controller generates preceding motor command to body sway position observed in experiments.

机译:在安静站立时控制平衡:比例和微分控制器生成先前的电动机命令,以控制实验中观察到的车身摇摆位置。

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摘要

To compensate for significant time delays in the control of human bipedal stance, it was suggested that a feed-forward control mechanism is needed to generate a preceding motor command to the body sway position observed in quiet standing. In this article, we present evidence that a feedback proportional-derivative (PD) controller can effectively generate a desired preceding motor command. We also discuss the following characteristics of the proposed PD controller: (1) the level of robustness of the controller with respect to neurological time delays and (2) how well the controller replicates the system's dynamics observed in experiments with able bodied subjects, i.e. how well the controller generates the observed preceding motor command. Human quiet stance was simulated using an inverted pendulum model regulated by a PD controller. The simulations were used to calculate the center of mass (COM) position and velocity data, and the motor command (ankle joint torque) data as a function of time. These data and the data obtained in the experiments were compared using cross-correlation functions (CCFs). The results presented herein imply that a PD feedback controller is capable of ensuring balance during human bipedal quiet stance, even if the neurological time delays are considerable. The proposed feedback controller can generate the preceding motor command that was observed in the experiments. Therefore, we conclude that a feed-forward mechanism is not necessary to compensate for the long closed-loop time delay in human bipedal stance as suggested in recent literature, and that the PD controller is a good approximation of the control strategy applied by able bodied subjects during quiet stance.
机译:为了补偿在控制人类双足姿势时的显着时间延迟,建议需要一种前馈控制机制,以产生在安静站立时观察到的人体摇摆位置的先前电动机命令。在本文中,我们提供证据表明反馈比例微分(PD)控制器可以有效地生成所需的先前电动机命令。我们还讨论了所提出的PD控制器的以下特征:(1)控制器相对于神经病学时延的鲁棒性水平;(2)控制器如何很好地复制在身体健全的受试者的实验中观察到的系统动力学。控制器会很好地生成观察到的先前的电动机命令。使用由PD控制器调节的倒立摆模型模拟人的安静姿态。仿真用于计算质心(COM)位置和速度数据,以及随时间变化的电机命令(踝关节扭矩)数据。使用互相关函数(CCF)比较这些数据和在实验中获得的数据。本文呈现的结果表明,即使神经系统时间延迟相当可观,PD反馈控制器也能够确保在人双足安静状态下保持平衡。所提出的反馈控制器可以生成在实验中观察到的先前的电动机命令。因此,我们得出的结论是,正如最近的文献所建议的那样,前馈机制对于补偿人类双足姿势中的长闭环时间延迟不是必需的,并且PD控制器很好地近似了有力身体所采用的控制策略。保持安静姿势的对象。

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