Vision-based space autonomous rendezvous: A case study

For a space rendezvous mission, autonomy imposes stringent performance requirements regarding navigation. For the final phase, a vision-based navigation can be a solution. A 3D model-based tracking algorithm has been studied and tested on a mock-up of a telecommunication satellite, using a 6-DOF robotic arm, with satisfactory results, in terms of precision of the pose estimation and computational costs. Quantitative tests in open loop have been carried out to show the robustness of the algorithm to relative inter frame motions chaser/target, orientation variations and illumination conditions. The tracking algorithm has also been successfully implemented in a closed loop chain for visual servoing.

[1]  Gerhard Roth,et al.  Pose Determination and Tracking for Autonomous Satellite Capture , 2001 .

[2]  François Chaumette,et al.  2 1/2 D visual servoing: a possible solution to improve image-based and position-based visual servoings , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[3]  Roberto Cipolla,et al.  Real-Time Visual Tracking of Complex Structures , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Seth Hutchinson,et al.  Visual Servo Control Part I: Basic Approaches , 2006 .

[5]  Rs Roel Pieters,et al.  Visual Servo Control , 2012 .

[6]  François Chaumette,et al.  Visual detection and 3D model-based tracking for landing on an aircraft carrier , 2011, 2011 IEEE International Conference on Robotics and Automation.

[7]  Stéphane Reynaud,et al.  Accurate and autonomous navigation for the ATV , 2007 .

[8]  François Chaumette,et al.  Visual servo control. I. Basic approaches , 2006, IEEE Robotics & Automation Magazine.

[9]  Éric Marchand,et al.  Real-time markerless tracking for augmented reality: the virtual visual servoing framework , 2006, IEEE Transactions on Visualization and Computer Graphics.

[10]  J. Davenport.  Editor , 1960 .

[11]  Wigbert Fehse,et al.  Automated Rendezvous and Docking of Spacecraft , 2003 .

[12]  David G. Lowe,et al.  Fitting Parameterized Three-Dimensional Models to Images , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  S. Hutchinson,et al.  Visual Servo Control Part II : Advanced Approaches , 2007 .

[14]  François Chaumette,et al.  Visual servo control. II. Advanced approaches [Tutorial] , 2007, IEEE Robotics & Automation Magazine.

[15]  David K. Geller,et al.  Navigating the Road to Autonomous Orbital Rendezvous , 2007 .

[16]  Francois Blais,et al.  Integration of a tracking laser range camera with the photogrammetry-based space vision system , 2000, Defense, Security, and Sensing.