EMG Signal Classification for Human Hand Rehabilitation via Two Machine Learning Techniques: kNN and SVM

2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)(2022)

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摘要
In the last few years, electromyography (EMG) has shown a lot of potential in therapy and rehabilitation applications of the human limbs though exoskeletons and prosthesis. The use of Machine Learning (ML) techniques has made huge contributions to biomedical signals classification. Many ML methods have been adopted and the results were very promising. In this paper, we choose two different ML clas...
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关键词
Support vector machines,Electric potential,Exoskeletons,Pattern classification,Medical treatment,Machine learning,Electromyography
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