Title :
Vision based trajectory tracking of space debris in close proximity via integrated estimation and control
Author :
Ni Li ; Yunjun Xu ; Basset, G. ; Fitz-Coy, N.
Author_Institution :
Dept. of Mech., Mater., & Aerosp. Eng., Univ. of Central Florida, Orlando, FL, USA
fDate :
June 29 2011-July 1 2011
Abstract :
The increasingly cluttered environment in space is placing a premium on techniques capable of tracking and estimating the trajectory of space debris. Unlike the debris smaller than 1 cm or larger than 10 cm, it is always a challenge for spacecraft or satellite mission designers to consider explicitly the ones ranged from 1 cm to 10 cm a priori. To tackle this challenge, this paper presents a vision based debris´ trajectory tracking method in close proximity using two cameras onboard satellites in a formation. Also to differentiate the target debris from other clutters, data association is investigated. A two-stage nonlinear robust controller is developed to adjust the attitude of the satellites such that the desired field of view can be achieved for the target debris. Capabilities of the proposed integrated estimation and control methods are validated in the simulations.
Keywords :
artificial satellites; computer vision; object tracking; data association; increasingly cluttered environment; integrated control; integrated estimation; nonlinear robust controller; satellite altitude; satellite mission designers; satellite onboard cameras; space debris; spacecraft; trajectory estimation; vision based trajectory tracking; Angular velocity; Attitude control; Cameras; Estimation; Radar tracking; Satellites; Trajectory; data association; robust control; space debris; vision based estimation;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991383