Title :
On-orbit calibration based on second-order nonlinear filtering
Author :
Li, Hui ; Sun, Zhao-wei ; Chen, Xue-qin ; Geng, Yun-Hai
Author_Institution :
Res. Center of Satellite Technol., Harbin Inst. of Technol., Harbin
Abstract :
This paper presents a real-time on-orbit calibration algorithm for gyros and star sensor with second-order nonlinear filtering to meet the high accuracy of satellite three-axis attitude determination. A model of gyros misalignment, scale factor error and drift is constructed by considering the error sources during satellite attitude measure. Compared with the other calibration algorithms, this algorithm provides more attitude information for satellite attitude determination and correction and makes sure the long-term on-orbit working precision of attitude sensors. Finally, a simulation is carried out with the data from the on-orbit satellite ldquoTS-1rdquo of Harbin Institute of Technology (HIT). The results are identical with the actual results and indicate the availability and feasibility of the on-orbit calibration algorithm.
Keywords :
artificial satellites; attitude measurement; calibration; filtering theory; gyroscopes; sensors; Harbin Institute of Technology; TS-1 on-orbit satellite; attitude information; attitude sensor; drift; gyro misalignment; gyro on-orbit calibration; satellite attitude correction; satellite three-axis attitude determination; scale factor error; second-order nonlinear filtering; star sensor; Calibration; Cybernetics; Extraterrestrial measurements; Filtering; Kinematics; Machine learning; Position measurement; Recursive estimation; Satellites; Space vehicles; Gyro; On-orbit calibration; Satellite attitude; Star sensor;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620916