Research Article
Monte Carlo Registration and Its Application with Autonomous Robots
Table 4
100 runs: sr,
, and
and the mean computation time
for SMCR, MCR, and SAC-IA.
| Data | SMCR | | MCR | | SAC-IA | sr | | | sr | | | | sr | | |
| | 0.51 | 5.7/5.8 | | 0.60 | 5.9/6.0 | 8.6 | | 0.04 | 11.3/15.6 | 120.4 | | 0.59 | 6.0/5.7 | | 0.92 | 3.8/3.3 | 14.1 | | 0.26 | 7.9/11.1 | 113.1 | | 0.49 | 7.1/7.8 | | 0.58 | 4.5/6.9 | 14.4 | | 0.24 | 9.1/9.2 | 109.0 | | 0.50 | 7.0/7.0 | | 0.80 | 2.7/4.2 | 14.1 | | 0.47 | 5.5/7.8 | 131.7 | | 0.25 | 9.4/13.5 | | 0.22 | 17.8/52.4 | 10.4 | | 0.92 | 2.5/3.4 | 125.8 | | 0.00 | 16.5/27.1 | | 0.00 | 19.2/176.9 | 7.5 | | 0.44 | 5.6/8.2 | 114.1 | | 0.34 | 9.3/9.5 | | 0.00 | 20.6/169.5 | 7.6 | | 0.58 | 5.2/6.0 | 114.8 | | 0.00 | 28.3/22.0 | | 0.82 | 6.2/3.8 | 8.9 | | 0.11 | 9.3/12.8 | 143.2 | | 0.41 | 7.6/7.6 | | 0.69 | 4.1/4.8 | 10.3 | | 0.05 | 21.5/24.8 | 80.4 | | 0.04 | 27.3/11.8 | | 0.00 | 23.7/124.3 | 6.9 | | 0.06 | 14.3/143.3 | 79.0 |
| | 0.77 | 3.7/4.4 | | 0.90 | 2.9/2.3 | 6.1 | | 0.02 | 9.8/18.0 | 28.4 | | 0.71 | 3.9/4.0 | | 0.57 | 2.2/7.4 | 7.4 | | 0.06 | 8.2/13.0 | 30.3 | | 0.61 | 4.6/5.8 | | 0.93 | 2.4/2.5 | 6.8 | | 0.42 | 5.4/8.4 | 28.5 | | 0.44 | 3.9/9.2 | | 0.78 | 2.7/6.1 | 4.3 | | 0.22 | 6.8/11.9 | 23.0 | | 0.26 | 6.7/10.5 | | 0.22 | 5.3/9.0 | 4.1 | | 0.70 | 4.1/5.8 | 28.8 | | 0.15 | 13.9/10.1 | | 0.58 | 4.6/4.9 | 4.4 | | 0.20 | 7.5/10.4 | 27.7 | | 0.69 | 3.8/5.6 | | 0.37 | 4.2/11.2 | 4.4 | | 0.17 | 7.5/12.3 | 27.6 | | 0.43 | 6.0/8.5 | | 0.45 | 4.6/8.7 | 4.7 | | 0.02 | 11.0/28.0 | 23.4 |
| | 0.15 | 14.8/10.5 | | 0.66 | 3.2/4.1 | 30.8 | | 0.15 | 13.9/8.1 | 82.5 | | 0.33 | 11.8/7.6 | | 0.96 | 1.4/1.7 | 23.7 | | 0.14 | 13.3/9.7 | 77.0 | | 0.22 | 14.7/6.6 | | 0.99 | 1.6/3.9 | 16.4 | | 0.04 | 19.2/13.2 | 63.5 | | 0.17 | 18.7/8.6 | | 0.52 | 7.5/4.3 | 15.9 | | 0.01 | 39.7/170.0 | 59.2 | | 0.06 | 21.8/11.0 | | 0.32 | 11.8/6.0 | 15.1 | | 0.00 | 43.0/26.8 | 54.5 |
| Units | | mm/deg | | | mm/deg | s | | | mm/deg | s |
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