Error modeling of mapping approaches using mobile robots

We propose a methodology to characterize the modeling error of a geometric map built using straight line segments extracted from laser range finder measures. We have used a set of specific geometric shapes for the test environment in order to have ground truth to compare against the results of our line extraction approach. In these experiments, the robot executes a-priori defined navigation scripts. We propose then error measures that could be useful to evaluate different mapping approaches.