Table 6.
Average of RMSD (degrees) for each joint, axis, and movement across all subjects in the test subset with the LSTM model.
| Movement | Hip | Knee | Ankle | Across Joint and Axis |
||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FE | AB-AD | ROT | FE | AB-AD | ROT | FE | AB-AD | ROT | ||
| Running | 7.62 | 2.9 | 6.52 | 4.54 | 4.12 | 5.52 | 4.3 | 5.63 | 6.44 | 5.29 |
| Gait | 9.32 | 2.04 | 6.53 | 4.29 | 2.96 | 3.73 | 2.93 | 5.64 | 5.48 | 4.77 |
| F-Jump | 8.63 | 1.96 | 5.5 | 3.53 | 2.99 | 3.89 | 2.2 | 4.68 | 3.84 | 4.14 |
| J-Jacks | 5.13 | 2.1 | 7.24 | 2.82 | 2.69 | 3.2 | 3.79 | 4.76 | 4.93 | 4.07 |
| T-Jump | 7.15 | 2.31 | 6.65 | 3.24 | 2.67 | 3.37 | 2.92 | 4 | 4.08 | 4.04 |
| Jump | 6.82 | 1.78 | 5.2 | 3.4 | 2.42 | 3.19 | 2.29 | 3.94 | 3.5 | 3.61 |
| Squats | 6.17 | 1.86 | 4.78 | 3.88 | 2.6 | 3.03 | 1.99 | 3.68 | 3.47 | 3.5 |
| Across movement |
7.26 | 2.13 | 6.06 | 3.67 | 2.92 | 3.7 | 2.92 | 4.62 | 4.53 | 4.2 |