Title :
A pose measurement method of a non-cooperative GEO spacecraft based on stereo vision
Author :
Wenfu Xu ; Qiang Xue ; Houde Liu ; Xiaodong Du ; Bin Liang
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
Abstract :
Space robotic system is expected to play an increasingly important role in repairing GEO (geostationary orbit) satellites in the future. To perform the servicing mission, the robotic system is firstly required to approach and dock with the target autonomously, for which the measurement of relative pose is the key. It is a challenging task since the existing GEO satellites are generally non-cooperative, i.e. no artificial mark is mounted to aid the measurement. In this paper, a method based on binocular stereo vision is proposed to estimate the pose of a GEO satellite in the final approach phase. It directly takes the natural circular feature on the GEO satellite as the recognized object. Correspondingly, an image processing and pose measurement algorithm is presented to determine the relative position and orientation of the target. This algorithm provides a closed-form solution using simple mathematics, therefore, it is suitable to space applications where the computation capability of the on-board processor is very limited. In addition, it effectively solves the orientation-duality problem for circular feature, requiring neither specific motions of the camera nor a priori knowledge about the radius of the circle. Computer simulations verify the proposed method.
Keywords :
aerospace robotics; feature extraction; object recognition; pose estimation; robot vision; space vehicles; stereo image processing; GEO satellite repair; binocular stereo vision; closed-form solution; geostationary orbit; image processing; noncooperative GEO spacecraft; object recognition; orientation-duality problem; pose measurement method; satellite natural circular feature; space robotic system; Cameras; Extraterrestrial measurements; Robots; Satellite broadcasting; Satellites; Space vehicles; Vectors; Non-Cooperative Target; On-Orbit Servicing; Pose Measurement; Space Robot; Stereo Vision;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2012 12th International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-1871-6
Electronic_ISBN :
978-1-4673-1870-9
DOI :
10.1109/ICARCV.2012.6485288