Classification research on surface EMG signal based on fuzzy wavelet packet and decision tree
- VernacularTitle:基于模糊小波包和决策树的表面肌电信号分类研究
- Author:
Haizhong ZHU
;
Zhizhong WANG
;
Xiao HU
;
Gang WANG
- Publication Type:Journal Article
- Keywords:
surface EMG;
fuzzy wavelet packet;
C4.5 decision tree
- From:
Chinese Medical Equipment Journal
1989;0(03):-
- CountryChina
- Language:Chinese
-
Abstract:
This paper introduces a method for feature extraction of surface EMG signal with fuzzy wavelet packet and classification with C4.5 decision tree. The application of the method to the classification of four action EMG signals proves its effectivity and high recognition rate.
