Research on Motion Estimation Algorithm of Star Point Based on Nonlinear Gaussian Fitting

被引:4
作者
Wang C. [1 ]
Bao Q. [1 ]
Zheng X. [2 ]
Sun S. [2 ]
机构
[1] School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai
[2] Shanghai Aerospace Control Technology Institute, Shanghai
关键词
A; centroid calculation; Gaussian fitting method (GFM); motion blur; star sensors; TP; 391;
D O I
10.1007/s12204-018-1943-8
中图分类号
学科分类号
摘要
The energy distribution model of motion blurred star point is analyzed. The distribution of the star point approximates to a two-dimensional (2D) Gaussian distribution under degeneration. Two multi-parameter nonlinear Gaussian fitting methods (GFMs) are proposed, and the relationship between fitting parameters and motion blur parameters is analyzed. Estimation of the parameters of motion blur by fitting parameters is calculated to realize the error compensation of the motion blur. The simulation results show the effectiveness and accuracy. © 2018, Shanghai Jiaotong University and Springer-Verlag GmbH Germany, part of Springer Nature.
引用
收藏
页码:562 / 567
页数:5
相关论文
共 11 条
  • [1] Liang B., Zhu H.L., Zhang T., Et al., Research status and development tendency of star tracker technique [J], Chinese Optics, 9, 1, pp. 16-29, (2016)
  • [2] Jia H., Yang J.K., Li X.J., Et al., Research on error analysis and compensation method of high precision star spot extraction system for star sensor [J], Science China, 41, 1, pp. 69-76, (2011)
  • [3] Liao Y.F., Preprocessing technology research of star image under complex working condition [D], (2016)
  • [4] Han L., Zhang L.J., Cai H., Et al., Simulation analysis on star image restoration of motion blur based on Wiener filtering [J], Optical Technique, 40, 4, pp. 316-320, (2014)
  • [5] Ma L.H., Research on the mechanism of star image motion blur and the methods of blurred star restoration of the star sensor [D], (2013)
  • [6] Wu X.J., Wang X.L., Motion blur of star image and restoration [J], Journal of Beijing University of Aeronautics and Astronautics, 37, 11, pp. 1338-1342, (2011)
  • [7] Hadar O., Adar Z., Cotter A., Et al., Restoration of images degraded by extreme mechanical vibrations [J], Optics & Laser Technology, 29, 4, pp. 171-177, (1997)
  • [8] Liao Y.F., Zhong J.Y., Chen D., Estimation of degradation parameters of smearing star image based on motion trajectory of star’s centroid [J], Infrared and Laser Engineering, 43, 9, pp. 3162-3167, (2014)
  • [9] Liu H.B., Sud Z., Tan J.C., Et al., An approach to star image simulation for star sensor considering satellite orbit motion and effect of image shift [J], Journal of Astronautics, 32, 5, pp. 1190-1194, (2011)
  • [10] Ji J.X., Wang X.L., Effects of carrier movement on the stars pots locating of star sensors [J], Journal of Qingdao University of Science and Technology (Natural Science Edition), 31, 2, pp. 194-200, (2010)