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Modelling and Control of Paraplegic Subjects Walking Using Functional Electrical Stimulation

机译:使用功能性电刺激的截瘫患者行走的建模和控制

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Walking stabilization of paraplegic patients by designing a controller in order to apply functional electrical stimulation (FES) to their muscles is still a challenging issue. In this paper, to analyze the paraplegic walking, at the first step, a model for human locomotion is presented and then, PID controllers are designed in order to determine the activation patterns using FES to contract muscles of a patient that can walk like healthy persons. In this manner, a known walking musculoskeletal model is implemented, which comprises angles of feet, shanks, thighs and trunk. The model is a seven degree-of freedom (DOF) rigid linkage in the sagittal plane. The model is specified by user-specific parameters consisting of lengths, masses and inertia. Reference trajectory for simulation are recorded from healthy subjects during walking. Here, by the use of muscle inverse model and seven independent PID controllers, controlling signals in the form of FES are calculated and applied to the corresponding muscles of the model such that they can contract and produce required torques for human walking, and therefore the angles of joints (feet, shanks, thighs and trunk) can finely trace the trajectory patterns of healthy subjects.
机译:通过设计控制器以对他们的肌肉施加功能性电刺激(FES)来稳定截瘫患者的步行能力仍然是一个具有挑战性的问题。在本文中,为了分析截瘫的行走,首先,提出了一种人体运动模型,然后设计了PID控制器,以便使用FES确定激活模式,以使像健康人一样可以行走的患者的肌肉收缩。以这种方式,实现了一种已知的行走肌肉骨骼模型,该模型包括脚,小腿,大腿和躯干的角度。该模型是矢状面中的七个自由度(DOF)刚性链接。该模型由长度,质量和惯性组成的用户特定参数指定。在步行过程中,从健康受试者中记录用于仿真的参考轨迹。在这里,通过使用肌肉逆模型和七个独立的PID控制器,可以计算FES形式的控制信号并将其施加到模型的相应肌肉上,以便它们可以收缩并产生人体行走所需的扭矩,从而改变角度关节(脚,小腿,大腿和躯干)的轮廓可以很好地描绘出健康受试者的轨迹模式。

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