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 |