This dataset contains the data captured by a mobile delivery robot, the APR-02, during the execution of the validation experiments. These experiments consisted of the indoor delivery of a package from the first floor of the Polytechnic School's building of the Universitat de Lleida to the Robotics Laboratory, located on the second floor.