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EMG Method and Apparatus for Continuous Control of Electric Wheelchair using EMG

机译:使用肌电图连续控制电动轮椅的肌电图方法和装置

摘要

An electric wheelchair control method and apparatus using EMG are presented. An electric wheelchair control method using the proposed EMG includes receiving a plurality of EMG signals using an EMG sensor attached to a wheelchair user, extracting a user''s intention from the received plurality of EMG signals, And controlling the direction and the velocity of the wheelchair by using the generated control signal. Wherein the step of extracting a user''s intention from the received plurality of EMG signals and performing a signal processing and a correction for using the plurality of EMG signals in combination to generate a control signal includes generating an RMS signal Acquiring an envelope using the EMG signal, normalizing the RMS signal to match the levels of the inputted plurality of EMG signals, performing SPW signal processing and correction to use the plurality of EMG signals in combination, And generating a control signal for continuously controlling the wheelchair according to the intention of the user using the RMS signal and the SPW signal processing
机译:提出了一种使用EMG的电动轮椅控制方法和设备。使用所提出的EMG的电动轮椅控制方法包括:使用附接到轮椅使用者的EMG传感器接收多个EMG信号;从接收到的多个EMG信号中提取使用者的意图;以及控制轮椅的方向和速度。通过使用生成的控制信号轮椅。其中,从接收到的多个EMG信号中提取用户意图并进行信号处理和校正以组合使用多个EMG信号以产生控制信号的步骤包括:产生RMS信号,使用EMG信号,将RMS信号归一化以匹配输入的多个EMG信号的电平,进行SPW信号处理和校正以组合使用多个EMG信号,并根据控制信号的意图生成用于连续控制轮椅的控制信号用户使用RMS信号和SPW信号进行处理

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