自适应刺激器足外伸的反馈控制

T. Seel, Daniel Laidig, Markus Valtin, C. Werner, J. Raisch, T. Schauer
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引用次数: 34

摘要

足背屈能力有限,即落脚,可通过功能性电刺激治疗。其中,不希望的脚外翻/倒置是一个常见的问题,通常通过繁琐的手动重新定位电极来纠正。为了解决这个问题,我们提出了一个反馈控制解决方案,主要有三个方面的贡献:(1)基于惯性传感器的脚对地角测量算法,并进行周期性漂移校正;(2)三电极装置,可将整体刺激强度分布到胫前肌和支配腓骨长肌的腓浅神经,从而解耦背伸控制;(3)一种跑对跑控制器和一种迭代学习控制器,这两种控制器都使用分步学习来获得期望的转角脚对地角度。对慢性下垂足患者的实验表明,在最多两步内,不希望的外翻/内翻补偿,而背屈角轨迹不受影响。
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Feedback control of foot eversion in the adaptive peroneal stimulator
The limited ability to dorsiflex the foot, known as drop foot, can be treated by functional electrical stimulation. Therein, undesired foot eversion/inversion is a common problem which is usually corrected by tedious manual repositioning of the electrodes. We address this issue by presenting a feedback-control solution featuring three major contributions: (1) an algorithm for inertial sensor-based foot-to-ground angle measurement with periodic drift correction; (2) a three-electrode setup that allows distribution of an overall stimulation intensity to the tibialis anterior muscle and to the superficial peroneal nerve that innervates the fibularis longus muscle, thus decoupling dorsiflexion and eversion control; (3) a run-to-run controller and an iterative learning controller, both of which use step-by-step learning to achieve desired eversion foot-to-ground angles. Experiments with a chronic drop foot patient demonstrate compensation of undesired eversion/inversion within at most two steps, while dorsiflexion angle trajectories are not affected.
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