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109 results about "Muscle disease" patented technology

Muscle disease is an umbrella term that includes adverse conditions of the muscles themselves or the nerves, connective tissues and other systems that run along and function in conjunction with muscles.

Muscle disease monitoring method based on sEMG

The invention aims at providing a muscle disease monitoring method based on multi-channel surface electromyography (sEMG). The method comprises the steps that preprocessing is conducted on multi-channel sEMG signals firstly, a first channel is selected as a reference, and differencing is conducted on the signals of other channels and the signal of the first channel; then distribution moments are extracted through a K-means clustering convolution kernel compensation (KMCKC) method, and a single waveform is extracted; finally, multiple features of the waveform are fused, and the muscle state is evaluated. Due to the fact that external interference has influence on all electrodes, by meas of differencing between the signal of the first channel and the sEMG signals of original multiple channels, the external interference is effectively reduced, subsequent detection results cannot be affected, and the accuracy of muscle detection is improved. By means of application of the multi-feature parameters, the instability of single-parameter monitoring is effectively avoided, and the monitoring robustness is promoted. By means of the muscle disease monitoring method based on the multi-channel surface electromyography (sEMG), the defects in the prior art are effectively overcome, and important application value is achieved.
Owner:NINGBO UNIVERSITY OF TECHNOLOGY
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