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Table 1 The SD values of each case over 15 subjects

From: PCA and deep learning based myoelectric grasping control of a prosthetic hand

 

Level 1 (%)

Level 2 (%)

Level 3 (%)

Level 4 (%)

Level 5 (%)

Level 6 (%)

Level 7 (%)

Level 8 (%)

3 channels

13.23

8.57

12.26

10.22

12.57

13.95

12.47

9.61

MAV + RMS + SD

10.88

10.59

6.50

5.08

13.51

14.69

12.06

7.25

MAV + RMS + WL

12.47

8.80

6.90

6.33

12.21

12.33

13.07

7.87

MAV + SD + WL

14.40

10.52

6.51

6.08

10.41

13.43

11.91

8.39

RMS + SD + WL

12.72

8.68

5.59

8.89

10.98

13.89

10.63

9.92

32 dimensions

12.50

9.80

10.46

8.27

11.85

14.09

12.86

9.54

16 channels

0.41

0.49

1.25

1.41

1.05

0.00

0.26

0.00

8 channels

2.53

3.58

2.54

2.61

2.72

1.79

2.09

1.25

4 channels

5.76

7.04

8.16

10.52

5.15

9.15

8.93

11.80