Research Article

3D Visual SLAM Based on Multiple Iterative Closest Point

Table 1

Data from an artificial room and an office.

Object
name
Length (m) Average
angle
velocity (deg/s)
Average
translation
velocity (m/s)
FramesTranslation
RMSE (m)
Rotation
RMSE (°)
Running
time (s)

Desk 3.12 51.37 0.24 127 0.041 1.27 75
Door 1.25 60.89 0.22 98 0.137 4.62 33
TV 1.32 63.7 0.13 103 0.092 3.86 47
Bed 2.81 57.23 0.16 142 0.104 4.03 70
Wall 13.28 20.31 0.35 552 0.125 4.49 528
Window 2.24 52.74 0.27 134 0.149 4.86 64
Chair 0.53 66.23 0.09 75 0.087 3.51 19
Bookshelf 1.78 59.61 0.15 169 0.218 8.34 42
Floor 18.27 18.94 0.39 832 0.019 0.43 519