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神经机械反馈控制方案在安静站立期间产生生理踝关节力矩波动。

Neural-mechanical feedback control scheme generates physiological ankle torque fluctuation during quiet stance.

机构信息

Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON M5S3G9, Canada.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2010 Feb;18(1):86-95. doi: 10.1109/TNSRE.2009.2037891. Epub 2010 Jan 12.

Abstract

We have recently demonstrated in simulations and experiments that a proportional and derivative (PD) feedback controller can regulate the active ankle torque during quiet stance and stabilize the body despite a long sensory-motor time delay. The purpose of the present study was to: 1) model the active and passive ankle torque mechanisms and identify their contributions to the total ankle torque during standing and 2) investigate whether a neural-mechanical control scheme that implements the PD controller as the neural controller can successfully generate the total ankle torque as observed in healthy individuals during quiet stance. Fourteen young subjects were asked to stand still on a force platform to acquire data for model optimization and validation. During two trials of 30 s each, the fluctuation of the body angle, the electromyogram of the right soleus muscle, and the ankle torque were recorded. Using these data, the parameters of: 1) the active and passive torque mechanisms (Model I) and 2) the PD controller within the neural-mechanical control scheme (Model II) were optimized to achieve potential matching between the measured and predicted ankle torque. The performance of the two models was finally validated with a new set of data. Our results indicate that not only the passive, but also the active ankle torque mechanism contributes significantly to the total ankle torque and, hence, to body stabilization during quiet stance. In addition, we conclude that the proposed neural-mechanical control scheme successfully mimics the physiological control strategy during quiet stance and that a PD controller is a legitimate model for the strategy that the central nervous system applies to regulate the active ankle torque in spite of a long sensory-motor time delay.

摘要

我们最近在模拟和实验中证明,比例微分(PD)反馈控制器可以在安静站立时调节主动踝关节力矩,并在存在较长感觉运动时滞的情况下稳定身体。本研究的目的是:1)建模主动和被动踝关节力矩机制,并确定它们在站立时对总踝关节力矩的贡献;2)研究是否可以使用实施 PD 控制器作为神经控制器的神经机械控制方案,成功生成在健康个体安静站立期间观察到的总踝关节力矩。14 名年轻受试者被要求站在力台上以采集数据进行模型优化和验证。在每次 30 秒的两次试验中,记录了身体角度的波动、右比目鱼肌的肌电图和踝关节力矩。使用这些数据,优化了:1)主动和被动力矩机制(模型 I)和 2)神经机械控制方案内的 PD 控制器(模型 II)的参数,以实现测量和预测的踝关节力矩之间的潜在匹配。最后使用新的数据集验证了这两个模型的性能。我们的结果表明,不仅被动,而且主动踝关节力矩机制对总踝关节力矩有很大贡献,从而对安静站立时的身体稳定有很大贡献。此外,我们得出结论,所提出的神经机械控制方案成功地模拟了安静站立时的生理控制策略,并且 PD 控制器是中枢神经系统应用于调节主动踝关节力矩的策略的合理模型,尽管存在较长的感觉运动时滞。

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