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Pattern recognition based on myoelectric speed control is critical for neural-controlled powered lower limb prostheses. We preliminarily investigated the performance of surface electromyography signals used to identify movement modes with different speeds. The pattern recognition was tested on electromyography data collected from five muscles of sixteen able-bodied subjects. The BP neural network...
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