Volume 44 Issue 12
Dec.  2018
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YU Wenbo, JIANG Jie. Multichannel fast star centroid extraction method with low memory resource cost[J]. Journal of Beijing University of Aeronautics and Astronautics, 2018, 44(12): 2586-2594. doi: 10.13700/j.bh.1001-5965.2018.0124(in Chinese)
Citation: YU Wenbo, JIANG Jie. Multichannel fast star centroid extraction method with low memory resource cost[J]. Journal of Beijing University of Aeronautics and Astronautics, 2018, 44(12): 2586-2594. doi: 10.13700/j.bh.1001-5965.2018.0124(in Chinese)

Multichannel fast star centroid extraction method with low memory resource cost

doi: 10.13700/j.bh.1001-5965.2018.0124
Funds:

National Natural Science Foundation of China 61725501

More Information
  • Corresponding author: JIANG Jie, E-mail: jiangjie@buaa.edu.cn
  • Received Date: 12 Mar 2018
  • Accepted Date: 11 Jun 2018
  • Publish Date: 20 Dec 2018
  • The attitude update rate is one of the most important performance indexes of the star sensor. With the application of the large array image detector, the processing speed of the traditional star extraction method has become the main bottleneck of the update rate. Given that, a multichannel fast star centroid extraction method is proposed in this paper. Firstly, the information fusion technology based on the effective length of the target in the scanning direction is proposed to realize the correct information fusion of various shapes of boundary targets. Secondly, the dynamic dual-pointer cyclic mapping technology is utilized to recycle the memory resources occupied by invalid information, thus greatly improving the utilization efficiency of the memory resources. Finally, the experimental test is carried out to verify the performance of the proposed method, and the performance is compared and analyzed with that of the traditional single channel method on the same field-programmable gate array (FPGA) chip. The experimental results show that the processing speed of the proposed method is about 3.6 times as high as that of the traditional single channel method, while the memory resource used by the proposed method is merely about 40% of that used by the multichannel method which is directly extended by the traditional single channel method. Thus the feasibility and effectiveness of the proposed method are verified.

     

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  • [1]
    SUN T, XING F, WANG X C, et al. An accuracy measurement method for star trackers based on direct astronomic observation[J].Scientific Reports, 2016, 6:22593. doi: 10.1038/srep22593
    [2]
    MA L H, ZHAN D J, JIANG G W, et al.Attitude-correlated frames approach for a star sensor to improve attitude accuracy under highly dynamic conditions[J].Applied Optics, 2015, 54(25):7559-7566. doi: 10.1364/AO.54.007559
    [3]
    LIEBE C C.Star trackers for attitude determination[J].IEEE Aerospace and Electronic Systems Magazine, 1995, 10(6):10-16. doi: 10.1109/62.387971
    [4]
    高自谦, 王海涌, 王永海, 等.捷联惯性/天文/雷达高度表组合导航[J].北京航空航天大学学报, 2017, 43(12):2505-2512. http://bhxb.buaa.edu.cn/CN/abstract/abstract14246.shtml

    GAO Z Q, WANG H Y, WANG Y H, et al.Strapdown inertial/celestial/radar altimeter integrated navigation[J].Journal of Beijing University of Aeronautics and Astronautics, 2017, 43(12):2505-2512(in Chinese). http://bhxb.buaa.edu.cn/CN/abstract/abstract14246.shtml
    [5]
    李洋, 廖志波, 穆生博, 等.星敏感器杂散光抑制方法及仿真分析[J].北京航空航天大学学报, 2016, 42(12):2620-2624. http://bhxb.buaa.edu.cn/CN/abstract/abstract13890.shtml

    LI Y, LIAO Z B, MU S B, et al.Stray light suppressing technique and simulation for star sensor[J].Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(12):2620-2624(in Chinese). http://bhxb.buaa.edu.cn/CN/abstract/abstract13890.shtml
    [6]
    程龙, 王栋, 谷松, 等.星敏感器支撑结构多目标拓扑优化设计与试验[J].红外与激光工程, 2017, 46(5):175-183. http://d.old.wanfangdata.com.cn/Periodical/hwyjggc201705025

    CHENG L, WANG D, GU S, et al.Multi-objective topology optimization design and test for support structure of star sensor[J].Infrared and Laser Engineering, 2017, 46(5):175-183(in Chinese). http://d.old.wanfangdata.com.cn/Periodical/hwyjggc201705025
    [7]
    毛晓楠, 周琦, 马英超, 等.浦江一号卫星星敏感器在轨测量精度分析[J].红外与激光工程, 2017, 46(5):117-123. http://d.old.wanfangdata.com.cn/Periodical/hwyjggc201705017

    MAO X N, ZHOU Q, MA Y C, et al.Star tracker accuracy analysis of PuJiang Satellite-1 in orbit[J].Infrared and Laser Engineering, 2017, 46(5):117-123(in Chinese). http://d.old.wanfangdata.com.cn/Periodical/hwyjggc201705017
    [8]
    魏新国, 张广军, 江洁.星敏感器中星图图像的星体细分定位方法研究[J].北京航空航天大学学报, 2003, 29(9):812-815. doi: 10.3969/j.issn.1001-5965.2003.09.014

    WEI X G, ZHANG G J, JIANG J.Subdivided locating method of star image for star sensor[J].Journal of Beijing University of Aeronautics and Astronautics, 2003, 29(9):812-815(in Chinese). doi: 10.3969/j.issn.1001-5965.2003.09.014
    [9]
    SHORTIS M R, CLARKE T A, SHORT T.Comparison of some techniques for the subpixel location of discrete target images[C]//Proceedings of SPIE on Photonics for Industrial Applications.Washington: SPIE Digital Library, 1994, 2350: 239-250.
    [10]
    WANG H Y, XU E S, LI Z F, et al.Gaussian analytic centroiding method of star image of star tracker[J].Advances in Space Research, 2015, 56(10):2196-2205. doi: 10.1016/j.asr.2015.08.027
    [11]
    DELABIE T, DE SCHUTTER J, VANDENBUSSCHE B.An accurate and efficient Gaussian fit centroiding algorithm for star trackers[J].Journal of the Astronautical Sciences, 2014, 61(1):60-84. doi: 10.1007/s40295-015-0034-4
    [12]
    ZHOU F Q, ZHAO J X, YE T, et al.Fast star centroid extraction algorithm with sub-pixel accuracy based on FPGA[J].Journal of Real-Time Image Processing, 2016, 12(3):613-622. doi: 10.1007/s11554-014-0408-z
    [13]
    郝雪涛, 江洁, 张广军.CMOS星敏感器图像驱动及实时星点定位算法[J].北京航空航天大学学报, 2005, 31(4):381-384. doi: 10.3969/j.issn.1001-5965.2005.04.002

    HAO X T, JIANG J, ZHANG G J.CMOS star sensor image acquisition and real-time star centroiding algorithm[J].Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(4):381-384(in Chinese). doi: 10.3969/j.issn.1001-5965.2005.04.002
    [14]
    樊巧云, 张广军.离散噪声图像的光斑质心算法及其硬件实现[J].光学精密工程, 2011, 19(12):2992-2998. http://d.old.wanfangdata.com.cn/Periodical/gxjmgc201112024

    FAN Q Y, ZHANG G J.Spot centroiding algorithm for discrete noise image and its hardware implementation[J].Optics and Precision Engineering, 2011, 19(12):2992-2998(in Chinese). http://d.old.wanfangdata.com.cn/Periodical/gxjmgc201112024
    [15]
    WANG X L, WEI X G, FAN Q Y, et al.Hardware implementation of fast and robust star centroid extraction with low resource cost[J].IEEE Sensors Journal, 2015, 15(9):4857-4865. doi: 10.1109/JSEN.2015.2428434
    [16]
    LIEBE C C.Accuracy performance of star trackers-A tutorial[J].IEEE Transactions on Aerospace and Electronic Systems, 2002, 38(2):587-599. doi: 10.1109/TAES.2002.1008988
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