A building method of high-precision landmark library for landmark autonomous navigation
-
摘要:
利用地标信息的卫星自主导航方法是通过星载光学摄像机实时拍摄地标景象来计算卫星的位置、速度等参数，具有完全自主的特点，并且适用范围广泛，可用于能够周期性获得地面图像的航天器，但受到地标选取方法以及地标库建立策略的制约，影响到导航精度，阻碍了推广使用。针对上述问题，提出了建立全局及高性能的地标库，即采用全球地标控制点选取的原则选取性能优良的全球地标样本，并自动生成全局地标库。通过计算机仿真验证了该方法的有效性，结果表明，使用全球地标控制点选取地标样本，并自动生成全局地标库，可以快速而准确地为航天器进行高精度的自主导航，导航位置误差约为99 m，速度误差约为0.08 m/s。
-
关键词:
- 卫星自主导航 /
- 地标导航 /
- 地标库 /
- 灰度场特征参数 /
- 最大相关系数(MCC)法
Abstract:Satellite autonomous navigation based on landmark information can be used for all kinds of satellites which can periodically obtain images of earth surface for its high accuracy and independence. This method has been restricted by landmark selection method and the establishment strategy of landmark library, which affect the navigation precision and hinder the popularization and application of this navigation method. To solve these problems, a method for establishing global high-performance landmark library is proposed. The global landmark library could be automatically generated by using global landmark control areas to select high-quality global landmark samples. To verify the feasibility of the proposed method, a simulation program was designed. The results show that the position error of the landmark navigation system based on the new landmark library is about 99 m, and velocity error is about 0.08 m/s. The proposed method can provide high-precision autonomous navigation for spacecraft fast and accurately.
-
图 4 混合地貌遥感图像的灰度化结果
Figure 4. Grayscale results of remote sensing image of mixed landscape
图 14 使用本文地标库进行导航的导航误差
Figure 14. Navigation error of navigation with landmark library in the text
图 15 不同地标信息数量的位置RMSE对比
Figure 15. Comparison of position RMSE for different number of landmark information
图 16 使用传统地标库进行导航的导航误差
Figure 16. Navigation error of navigation with traditional landmark library
图 17 不同地标库的位置RMSE对比
Figure 17. Comparison of position RMSE for different landmark libraries
表 1 样例轨道的轨道要素
Table 1. Orbital elements of sample orbit
参数 a/m e i/(°) ω/(°) M0/(°) 数值 7 478 137.0 0 45.0 0 0 
下载: 导出CSV
表 2 不同轨道高度仿真结果对比
Table 2. Comparison of simulation results of different orbital heights
轨道高度/
km平均位置误差
(3σ)/m平均速度误差
(3σ)/(m·s-1)500 62.713 4 0.058 2 800 87.832 8 0.080 3 1 100 99.125 5 0.086 9 1 400 123.505 0 0.109 4 1 700 165.607 7 0.130 0 2 000 192.363 7 0.141 5
下载: 导出CSV
表 3 不同地标信息数量仿真结果对比
Table 3. Comparison of simulation results of different number of landmarks information
地标信息数量 平均位置误差
(3σ)/m平均速度误差
(3σ)/(m·s-1)2 99.917 7 0.088 2 3 99.125 5 0.086 9 4 98.898 4 0.085 2
下载: 导出CSV
-
[1] KAU S P. Autonomous satellite orbital navigation using known and unknown earth landmarks[C]//Guidance and Control Conference. Reston: AIAA, 1975: 1-12. [2] BACHMANN M, BENDIX J.An improved algorithm for NOAA-AVHRR image referencing[J].International Journal of Remote Sensing, 1992, 13(16):3205-3215. doi: 10.1080/01431169208904111 [3] HO D, ASEM A.NOAA AVHRR image referencing[J].International Journal of Remote Sensing, 1986, 7(6):895-904. https://www.mendeley.com/research-papers/noaa-avhrr-image-referencing/ [4] ILLERA P, DELGADO J A, CALLE A.A navigation algorithm for satellite images[J].International Journal of Remote Sensing, 1996, 17(3):577-588. doi: 10.1080/01431169608949028 [5] MOIGNE J L, CAMPBELL W J, CROMP R F, et al.An automated parallel image registration technique based on the correlation of wavelet features[J].IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(8):1849-1864. doi: 10.1109/TGRS.2002.802501 [6] TOWNSHEND J R, JUSTICE C O, GURNEY C E, et al.The impact of misregistration on change detection[J].IEEE Transactions on Geoscience and Remote Sensing, 1992, 30(5):1054-1060. doi: 10.1109/36.175340 [7] DAI X, KHORRAM S.The effects of image misregistration on the accuracy of remotely sensed change detection[J].IEEE Transactions on Geoscience and Remote Sensing, 1998, 36(5):1566-1577. doi: 10.1109/36.718860 [8] 杨磊, 杨忠东.极轨气象卫星自动地标导航方法[J].应用气象学报, 2009, 20(3):329-336. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=yyqx200903011&dbname=CJFD&dbcode=CJFQYANG L, YANG Z D.The automated landmark navigation of the polar meteorological satellite[J].Journal of Applied Meteorological Science, 2009, 20(3):329-336(in Chinese). http://kns.cnki.net/KCMS/detail/detail.aspx?filename=yyqx200903011&dbname=CJFD&dbcode=CJFQ [9] EMERY W J, BALDWIN D, MATTHEWS D.Maximum cross correlation automatic satellite image navigation and attitude corrections for open-ocean image navigation[J].IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(1):33-42. doi: 10.1109/TGRS.2002.808061 [10] 郭强, 杨磊, 赵现纲, 等.气象卫星图像导航的地标匹配算法研究与优化[J].计算机工程与应用, 2013, 49(24):152-156. doi: 10.3778/j.issn.1002-8331.1305-0212GUO Q, YANG L, ZHAO X G, et al.Research and optimization of landmark matching algorithm for meteorological satellite image navigation[J].Computer Engineering and Applications, 2013, 49(24):152-156(in Chinese). doi: 10.3778/j.issn.1002-8331.1305-0212 [11] KIM T, LEE T, CHOI H.Landmark extraction, matching and processing for automated image navigation of geostationary weather satellites[J].Proceedings of SPIE, 2005, 5657(1):30-37. doi: 10.1117/12.578651.full [12] 卢耀秋.静止气象卫星的地标导航计算方法[J].计算物理, 1992, 9(4):775-777. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=jswl1992s2040&dbname=CJFD&dbcode=CJFQLU Y Q.Landmark navigation method of geostationary meteorological satellite[J].Chinese Journal of Computational Physics, 1992, 9(4):775-777(in Chinese). http://kns.cnki.net/KCMS/detail/detail.aspx?filename=jswl1992s2040&dbname=CJFD&dbcode=CJFQ [13] 赵礼铮, 白光弼.极轨气象卫星局部数据集的精地标导航[J].气象, 1992, 18(11):44-46. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=qxxx199211011&dbname=CJFD&dbcode=CJFQZHAO L Z, BAI G B.Navigation of precise landmarks in polar-orbit meteorological satellite local data[J].Meteorological Monthly, 1992, 18(11):44-46(in Chinese). http://kns.cnki.net/KCMS/detail/detail.aspx?filename=qxxx199211011&dbname=CJFD&dbcode=CJFQ [14] 杨磊, 冯小虎, 郭强, 等.风云二号气象卫星图像自动几何精校正[J].计算机工程与应用, 2011, 47(3):202-206. https://www.wenkuxiazai.com/doc/d1891218f18583d0496459cd.htmlYANG L, FENG X H, GUO Q, et al.Automatic geometric precision correction of Fengyun-2 meteorological satellite imagery[J].Computer Engineering and Applications, 2011, 47(3):202-206(in Chinese). https://www.wenkuxiazai.com/doc/d1891218f18583d0496459cd.html [15] ROSBOROUGH G W, BALDWIN D G, EMERY W J, et al.Precise AVHRR image navigation[J].IEEE Transactions on Geoscience and Remote Sensing, 1994, 32(3):644-657. doi: 10.1109/36.297982 [16] 蒋春华.浅析纹理防伪技术[J].中国防伪报道, 2012(11):47-50. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=fwbd201211017&dbname=CJFD&dbcode=CJFQJIANG C H.Analysis of texture anti-counterfeiting technology[J].China Anti-Counterfeiting Report, 2012(11):47-50(in Chinese). http://kns.cnki.net/KCMS/detail/detail.aspx?filename=fwbd201211017&dbname=CJFD&dbcode=CJFQ [17] 郑彤, 蔡龙飞, 王志刚, 等.地形匹配辅助导航中匹配区域的选择[J].中国惯性技术学报, 2009, 17(2):191-196. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=zgxj200902018&dbname=CJFD&dbcode=CJFQZHENG T, CAI L F, WANG Z G, et al.Selection of matching area in terrain match aided navigation[J].Journal of Chinese Inertial Technology, 2009, 17(2):191-196(in Chinese). http://kns.cnki.net/KCMS/detail/detail.aspx?filename=zgxj200902018&dbname=CJFD&dbcode=CJFQ -
下载:
点击查看大图
计量
- 文章访问数: 766
- HTML全文浏览量: 145
- PDF下载量: 521
- 被引次数: 0
