Monte Carlo based method to quantify the reliability of point cloud registration.

Rigid transformation is evaluated to study its influence.

The method helps to determinate the breaking point where the registration process starts to fail.

SLAM coarse registration can be evaluated with the help of the Monte Carlo simulations.