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Levin Gerdes

3 accepted papers

2022

Hardware-Accelerated Mars Sample Localization Via Deep Transfer Learning From Photorealistic Simulations

RA-L 2022

The goal of the Mars Sample Return campaign is to collect soil samples from the surface of Mars and return them to Earth for further study. The samples will be acquired and stored in metal tubes by the Perseverance rover and deposited on the Martian surface. As part of this campaign, it is expected

Cited by 3SourcecodeScholar
2022

Reconstructing Occluded Elevation Information in Terrain Maps With Self-Supervised Learning

RA-L 2022

Accurate and complete terrain maps enhance the awareness of autonomous robots and enable safe and optimal path planning. Rocks and topography often create occlusions and lead to missing elevation information in the Digital Elevation Map (DEM). Currently, these occluded areas are either fully avoided

Cited by 19SourceScholar
2020

A GNC Architecture for Planetary Rovers with Autonomous Navigation

ICRA 2020poster

This paper proposes a Guidance, Navigation, and Control (GNC) architecture for planetary rovers targeting the conditions of upcoming Mars exploration missions such as Mars 2020 and the Sample Fetching Rover (SFR). The navigation requirements of these missions demand a control architecture featuring…

Cited by 24SourceScholar