The Katwijk beach planetary rover dataset

Author:

Hewitt Robert A12,Boukas Evangelos13,Azkarate Martin1,Pagnamenta Marco1,Marshall Joshua A2,Gasteratos Antonios4,Visentin Gianfranco1

Affiliation:

1. European Space Agency (Section of Robotics and Automation TEC-MMA), The Netherlands

2. Queen’s University (Mining Systems Laboratory), Canada

3. Aalborg University Copenhagen (Robotics Vision and Machine Intelligence Laboratory), Denmark

4. Democritus University of Thrace (Laboratory of Robotics and Automation), Greece

Abstract

This paper describes a dataset collected along a 1 km section of beach near Katwijk, The Netherlands, which was populated with a collection of artificial rocks of varying sizes to emulate known rock size densities at current and potential Mars landing sites. First, a fixed-wing unmanned aerial vehicle collected georeferenced images of the entire area. Then, the beach was traversed by a rocker-bogie-style rover equipped with a suite of sensors that are envisioned for use in future planetary rover missions. These sensors, configured so as to emulate the ExoMars rover, include stereo cameras, and time-of-flight and scanning light-detection-and-ranging sensors. This dataset will be of interest to researchers developing localization and mapping algorithms for vehicles traveling over natural and unstructured terrain in environments that do not have access to the global navigation satellite system, and where only previously taken satellite or aerial imagery is available.

Publisher

SAGE Publications

Subject

Applied Mathematics,Artificial Intelligence,Electrical and Electronic Engineering,Mechanical Engineering,Modeling and Simulation,Software

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