Title :
Fast matching of feature point and relative motion estimation for asteroid landing phase
Author :
Zhu Shengying ; Xu Rui ; Wang Huan ; Hu Haijing
Author_Institution :
Beijing Inst. of Technol., Beijing, China
Abstract :
Due to the extremely high requirements of real-time calculation ability and positioning accuracy, a rapid and robust image feature matching algorithm based on searching vector and small searching window is presented in this paper. Firstly, the image is obtained during landing, and then, combines the distance data acquired by laser altimeter and estimated information from the matching process of multiple images, the motion of the lander relative to asteroid can be precisely estimated. Finally, the validity and speediness of the proposed algorithm is confirmed by numerical simulations according to asteroids´ images obtained in real deep space missions.
Keywords :
aerospace computing; altimeters; data acquisition; entry, descent and landing (spacecraft); feature extraction; image matching; laser ranging; motion estimation; numerical analysis; position control; asteroid images; asteroid landing phase; distance data acquisition; fast feature point matching; lander motion; laser altimeter; multiple image matching process; numerical simulation; positioning accuracy; real deep space missions; real-time calculation ability; relative motion estimation; robust image feature matching algorithm; searching vector; small searching window; Cameras; Navigation; Probes; Quaternions; Surface morphology; Surface treatment; Vectors;
Conference_Titel :
Control and Automation (ICCA), 2013 10th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-4707-5
DOI :
10.1109/ICCA.2013.6565119