Title :
A novel algorithm of detection and relative navigation for spacecraft
Author :
Li, Kezhao ; Yuan, Jianping ; Yue, Xiaokui ; Fang, Qun
Author_Institution :
Coll. of Astronaut., Northwestern Polytech. Univ., Xi´´an
Abstract :
In this paper a novel algorithm is proposed for the spacecraft detection and relative navigation problems. The main contents of this algorithm are studied as following: (i) detection algorithm by using mathematical morphology (MM). In spacecraft detection and information extraction by using MM transformation, how to design a reasonable structuring element according to the shape of spacecraft entities and its transformation information is very important, (ii) relative navigation algorithm based-on conformal geometric algebra (CGA). CGA allows to higher order entities (lines, planes, circles, spheres) in the same manner as with points. It is a novel way to deal with 2D-3D pose estimation problem. The description of spacecraft entities and its transformation based-on CGA will be studied, (iii) combining detection with relative navigation organically. Using the theory of spacecraft dynamics and spacecraft entities transformation information, we provide a new thought to construct and reconstruct dynamically structuring elements. The reasonable decomposition of structuring element for spacecraft features detection and providing the spacecraft entities transformation information based-on CGA theory can assure relative navigation to be combined with detection organically
Keywords :
aerospace computing; algebra; mathematical morphology; navigation; 2D pose estimation problem; 3D pose estimation problem; conformal geometric algebra; detection algorithm; information extraction; mathematical morphology; relative navigation algorithm; spacecraft detection problems; spacecraft dynamics; spacecraft entities transformation information; spacecraft features detection; spacecraft relative navigation problems; Algebra; Algorithm design and analysis; Computer vision; Data mining; Detection algorithms; Morphology; Motion planning; Navigation; Shape; Space vehicles;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2006. ISSCAA 2006. 1st International Symposium on
Conference_Location :
Harbin
Print_ISBN :
0-7803-9395-3
DOI :
10.1109/ISSCAA.2006.1627683