Title :
Robust plane fitting algorithm for landing hazard detection
Author :
Xueming Xiao ; Hutao Cui ; Yang Tian
Author_Institution :
Deep Space Res. Center, Harbin Inst. of Technol., Hei Longjiang, China
Abstract :
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.
Keywords :
aerospace safety; entry, descent and landing (spacecraft); estimation theory; hazards; iterative methods; planetary surfaces; Mars landing mission; PDIMSE; plane estimation method; planetary safe landing mission; planetary terrain; preprocessing and double iterative median scale estimator; robust plane fitting algorithm; robust scale estimator; three-dimensional landing hazard detection algorithm; Algorithm design and analysis; Estimation; Hazards; Robustness; Rough surfaces; Surface roughness; Three-dimensional displays;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.140378