High-density Surface EMG Denoising using Independent Vector Analysis.

Kun Wang,Xun Chen,Le Wu,Xu Zhang,Xiang Chen,Z Jane Wang

IEEE Transactions on Neural Systems and Rehabilitation Engineering（2020）

引用 15|浏览101

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摘要

High-density surface electromyography (HD-sEMG) can provide rich temporal and spatial information about muscle activation. However, HD-sEMG signals are often contaminated by power line interference (PLI) and white Gaussian noise (WGN). In the literature, independent component analysis (ICA) and canonical correlation analysis (CCA), as two popular used blind source separation techniques, are widely...

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关键词

Electromyography,Signal to noise ratio,Muscles,Noise reduction,Electrodes,Correlation,Force

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