Robust plane fitting algorithm for landing hazard detection

An innovative three-dimensional hazard detection algorithm is proposed for a planetary safe landing mission. Typically, plane fitting is carried out to approximate the surface of the planetary terrain. Current state-of-the-art plane estimation methods with a low breakdown point do not meet the requi...

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Veröffentlicht in:IEEE transactions on aerospace and electronic systems 2015-10, Vol.51 (4), p.2864-2875
Hauptverfasser: Xiao, Xueming, Cui, Hutao, Tian, Yang
Format: Artikel
Sprache:eng
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Zusammenfassung:An innovative three-dimensional hazard detection algorithm is proposed for a planetary safe landing mission. Typically, plane fitting is carried out to approximate the surface of the planetary terrain. Current state-of-the-art plane estimation methods with a low breakdown point do not meet the requirements of future pinpoint landing missions. In this paper, a novel robust scale estimator called Preprocessing and Double Iterative Median Scale Estimator (PDIMSE) is proposed, which can achieve a breakdown point of more than 50%. It can be applied to future Mars landing missions.
ISSN:0018-9251
1557-9603
DOI:10.1109/TAES.2015.140378