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A NOVEL SLIDING MODE CONTROLLER FOR FUNCTIONAL ELECTRICAL STIMULATION

机译:功能性电刺激的新型滑模控制器

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This article describes a model-based development of a new nonlinear controller for control of Functional Electrical Stimulation, which can be used to restore movement in paralyzed individuals. The control design is based on the theory of sliding mode control. The controller is mathematically derived and shown to provide asymptotic stability of knee joint angle tracking by electrical stimulation of knee extensor muscle group only, or by electrical stimulation of knee extensor and flexor muscle groups. Its behaviour was evaluated in simulations with artificial and physiological knee joint angle reference trajectories. The controller was able to track trajectories with a period of 2 s with a root-mean-square error of approximately 2 degrees, which is considered a good performance. It was also shown to be robust to parameter variations of the model. This is important as models for different persons will differ considerably.
机译:本文介绍了基于模型的新型非线性控制器的开发,该非线性控制器用于控制功能性电刺激,可用于恢复瘫痪个体的运动。控制设计基于滑模控制理论。该控制器是从数学上推导得到的,并且显示为仅通过电刺激膝伸肌群或通过对膝伸肌和屈肌群进行电刺激来提供膝关节角度跟踪的渐近稳定性。它的行为在仿真中通过人工和生理学的膝关节角度参考轨迹进行了评估。控制器能够以2 s的周期跟踪轨迹,均方根误差约为2度,这被认为是良好的性能。它也显示出对模型参数变化的鲁棒性。这一点很重要,因为针对不同人员的模型会有很大差异。

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