Title :
The Vision Navigation Based On Lunar Surface Control Point Registration
Author :
Jie Ming ; Huang Xian-lin
Author_Institution :
Center for Control Theor. & Guidance Technol., Harbin Inst. of Technol., China
Abstract :
Aimed at accomplishing lunar lander precise navigation task during the entry, descent and landing (EDL) phase, a lunar terrain registration based vision navigation method of lunar lander is proposed. During the descent phase of the lander, there exits large rotation and scale change between the images of lunar surface captured by a CCD camera mounted on the lander and the image database. The scale invariant feature transform (SIFT) method is used to select features of lunar terrain and match them in the image database, which overcomes the problem of matching images with large rotation and scale change. Finally, by using the geography information of the matched feature, absolute attitude and position in geography coordinates can be estimated by 2D/3D pose estimation. The results of simulation show that this vision navigation method is effective and can be used in the EDL navigation task.
Keywords :
CCD image sensors; aerospace engineering; attitude control; computer vision; computerised navigation; feature extraction; image matching; image registration; lunar surface; pose estimation; position control; space vehicles; terrain mapping; visual databases; CCD camera; EDL navigation task; geography information; image database; image matching; image registration; lunar lander precise navigation task; lunar surface control point registration; lunar terrain registration; pose estimation; scale invariant feature transform method; vision navigation; Charge coupled devices; Charge-coupled image sensors; Control theory; Geography; IEEE catalog; Image databases; Image registration; Machine vision; Moon; Navigation; 2D/3D pose estimation; Image registration; Vision navigation;
Conference_Titel :
Control Conference, 2006. CCC 2006. Chinese
Conference_Location :
Harbin
Print_ISBN :
7-81077-802-1
DOI :
10.1109/CHICC.2006.280953