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In this paper, an artificial intelligence technique called Back Propagation Network (BPN) is proposed to cancel the electrocardiogram (ECG) interference in electromyogram (EMG) signal. Conventional filtering techniques are not suitable due to an overlap in spectral content of the EMG and the ECG. The performance evaluation of the proposed technique is done in terms of signal to noise ratio, mean square...
This study seeks to obtain preliminary data to determine how well a digital control implementation could be used to control electromechanical devices by using surface electromyogram (EMG) signals. Current methods using EMG signals to control prosthesis and other devices employ analog and proportional control. This study looks to examine the problem from a digital point of view. EMG signals were recorded...
Tremor is the most common of all involuntary movement. A lot of tremor patients in upper limb have serious difficulties performing daily living activities. We have developed the exoskeleton robot for tremor patient. In this paper, we focused on to develop a signal processing method to extract the voluntary movement from the electromyogram (EMG) signal in which the voluntary movement and tremor were...
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