Table 4.
Second experiment: last 10 steps of 15 m walking trials estimation RMSE.
Mounted Sensor | Maximum Error | RMSE | Standard Deviation | ||
---|---|---|---|---|---|
Waist | Roll | KF1 | 5.79 | 4.77 | 0.07 |
KF2 | 13.45 | 6.09 | 3.45 | ||
Proposed | 3.11 | 1.69 | 0.60 | ||
Pitch | KF1 | 1.02 | 0.36 | 0.11 | |
KF2 | 15.48 | 8.78 | 2.38 | ||
Proposed | 0.59 | 0.20 | 0.09 | ||
Neck | Roll | KF1 | 4.25 | 3.65 | 0.16 |
KF2 | 9.63 | 5.42 | 1.52 | ||
Proposed | 2.20 | 1.15 | 0.42 | ||
Pitch | KF1 | 2.11 | 1.49 | 0.22 | |
KF2 | 5.25 | 2.18 | 1.32 | ||
Proposed | 1.46 | 0.90 | 0.22 | ||
Wrist | Roll | KF1 | 5.70 | 5.12 | 0.16 |
KF2 | 21.54 | 9.90 | 5.61 | ||
Proposed | 3.03 | 1.77 | 0.58 | ||
Pitch | KF1 | 2.49 | 1.21 | 0.70 | |
KF2 | 30.97 | 20.94 | 6.59 | ||
Proposed | 1.58 | 0.57 | 0.37 |