The Katwijk beach planetary rover dataset

被引:26
|
作者
Hewitt, Robert A. [1 ,2 ]
Boukas, Evangelos [1 ,3 ]
Azkarate, Martin [1 ]
Pagnamenta, Marco [1 ]
Marshall, Joshua A. [2 ]
Gasteratos, Antonios [4 ]
Visentin, Gianfranco [1 ]
机构
[1] European Space Agcy, Sect Robot & Automat TEC MMA, Noordwijk, Netherlands
[2] Queens Univ, Min Syst Lab, 35 5 Field Co Lane,Jackson Hall,Room 112, Kingston, ON K7L 3N6, Canada
[3] Aalborg Univ, Robot Vis & Machine Intelligence Lab, Copenhagen, Denmark
[4] Democritus Univ Thrace, Lab Robot & Automat, Xanthi, Greece
来源
关键词
Digital elevation model; global localization; light detection and ranging (LiDAR); space robotics; stereo vision; EXPLORATION; NAVIGATION;
D O I
10.1177/0278364917737153
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
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.
引用
收藏
页码:3 / 12
页数:10
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