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Kinematic-ICP

Absolute Trajectory Error (ATE)

Root Mean Square Error (RMSE) of the absolute position differences. Values are presented in meters (m).

3D LiDAR Sensor Nav A Diff Nav A Omni Loop Slippage Ramp
Velodyne VLP-16 0.183 m 0.180 m 0.147 m 0.676 m -
Ouster OS1-64 0.510 m 0.191 m 0.152 m 0.788 m -
RoboSense RS-Helios-5515 0.337 m 0.178 m 0.103 m 0.676 m -
Livox Mid-360 0.085 m 0.181 m 0.053 m 0.584 m -

Relative Translational Error (RTE)

Mean value calculated over all 10-meter segments. Values are presented as a percentage (%).

3D LiDAR Sensor Nav A Diff Nav A Omni Loop Slippage Ramp
Velodyne VLP-16 2.43% 2.45% 1.96% 8.63% -
Ouster OS1-64 3.18% 2.59% 1.95% 9.94% -
RoboSense RS-Helios-5515 2.87% 2.27% 1.62% 8.86% -
Livox Mid-360 1.62% 2.31% 1.38% 7.45% -

Relative Rotational Error (RRE)

Mean value calculated over all 10-meter segments. Values are presented in degrees per meter (°/m).

3D LiDAR Sensor Nav A Diff Nav A Omni Loop Slippage Ramp
Velodyne VLP-16 0.140 °/m 0.152 °/m 0.137 °/m 0.093 °/m -
Ouster OS1-64 0.224 °/m 0.172 °/m 0.137 °/m 0.135 °/m -
RoboSense RS-Helios-5515 0.184 °/m 0.143 °/m 0.118 °/m 0.110 °/m -
Livox Mid-360 0.066 °/m 0.108 °/m 0.084 °/m 0.106 °/m -

Trajectory Plots

Loop Sequence

Slippage Sequence

Ramp Sequence

Elevator Sequence