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Development of an Embedded Myokinetic Prosthetic Hand Controller

机译:嵌入式肌动义肢手控制器的开发

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摘要

The quest for an intuitive and physiologically appropriate human machine interface for the control of dexterous prostheses is far from being completed. In the last decade, much effort has been dedicated to explore innovative control strategies based on the electrical signals generated by the muscles during contraction. In contrast, a novel approach, dubbed myokinetic interface, derives the control signals from the localization of multiple magnetic markers (MMs) directly implanted into the residual muscles of the amputee. Building on this idea, here we present an embedded system based on 32 magnetic field sensors and a real time computation platform. We demonstrate that the platform can simultaneously localize in real-time up to five MMs in an anatomically relevant workspace. The system proved highly linear (R2 = 0.99) and precise (1% repeatability), yet exhibiting short computation times (4 ms) and limited cross talk errors (10% the mean stroke of the magnets). Compared to a previous PC implementation, the system exhibited similar precision and accuracy, while being ~75% faster. These results proved for the first time the viability of using an embedded system for magnet localization. They also suggest that, by using an adequate number of sensors, it is possible to increase the number of simultaneously tracked MMs while introducing delays that are not perceivable by the human operator. This could allow to control more degrees of freedom than those controllable with current technologies.
机译:对用于控制灵巧假体的直观且生理上合适的人机界面的追求远未完成。在过去的十年中,人们投入了大量精力来探索基于肌肉在收缩过程中产生的电信号的创新控制策略。相比之下,一种被称为肌运动接口的新颖方法可从直接植入截肢者残余肌肉中的多个磁性标记(MM)的定位中获得控制信号。基于此思想,在此我们提出了一个基于32个磁场传感器和实时计算平台的嵌入式系统。我们证明了该平台可以在解剖学相关的工作空间中同时实时实时定位多达五个MM。该系统被证明具有高度线性(R 2 = 0.99)和精确度(1%可重复性),但计算时间短(4 ms),串扰误差也有限(磁体平均行程的10%)。 。与以前的PC实施相比,该系统具有相似的精度和准确性,但速度提高了约75%。这些结果首次证明了使用嵌入式系统进行磁体定位的可行性。他们还建议,通过使用足够数量的传感器,可以增加同时跟踪的MM的数量,同时引入操作人员无法感知的延迟。与当前技术可控制的自由度相比,这可以允许控制更多的自由度。

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