Table 3.
Test 1: Errors of estimated roll angle using KF and UKF on Raspberry Pi and Intel Edison compared with the IMU from VBOX (ground truth).
Roll Angle | ||||||
---|---|---|---|---|---|---|
Norm Error (%) | RMS Error () | Maximum Error () | ||||
KF | UKF | KF | UKF | KF | UKF | |
Raspberry Pi 3 Model B | 43.38 | 42.29 | 2.41 ± 0.35 | 2.35 ± 0.04 | 19.32 | 19.06 |
Intel Edison | 54.97 | 51.18 | 2.54 ± 0.21 | 5.37 ± 0.07 | 8.94 | 6.87 |
Racelogic VBOX IMU | 48.89 | 45.51 | 2.33 ± 0.21 | 2.17 ± 0.32 | 6.38 | 6.66 |