融合Tsallis熵和波动分散熵的肌肉疲劳表征方法

董博,吕东澔,奚柯阳,李佳豪

Muscle fatigue characterization method based on Tsallis entropy and fluctuation-based dispersion entropy

Bo DONG,Donghao LV,Keyang XI,Jiahao LI

表 3 不同特征肌肉疲劳分类结果

Tab.3 Results of muscle fatigue classification with different features

特征 分类器 Sen/% Spe/% Pre/% F1/% A/% iEMG SVM 68.889 67.778 68.710 68.300 68.333 MF SVM 66.889 81.333 81.276 71.204 74.111 RCMDE SVM 86.222 86.000 86.636 85.821 86.111 RCMFDE SVM 83.333 89.778 90.452 86.001 86.556 TSMFDE SVM 85.556 89.556 89.89 87.136 87.556 R2CMSE SVM 88.444 90.889 91.823 89.319 89.667 RTSMSIE SVM 71.778 62.222 66.373 68.327 67.000 RCMTFDE SVM 98.667 94.667 95.287 96.800 96.667