Table 2.
Performance comparison of four methods.
Method | Errors(Degree) | Each Update Time 1 (ms) | Convergence Time 1 (ms) | ||
---|---|---|---|---|---|
Pitch | Roll | Yaw | |||
SGD | 0.138 | 0.553 | 2.848 | 0.08 | 3.9 |
MBGD(mini-batch = 10) | 0.032 | 0.155 | 2.352 | 0.13 | 5.8 |
MBGD(mini-batch = 60) | 0.025 | 0.038 | 1.756 | 0.27 | 12.7 |
BGD | 0.014 | 0.015 | 1.334 | 2.05 | 88.3 |
1 “Time” means the code running time.