中远程导弹惯性/星光组合导航关键技术及研究现状
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摘要
惯性/星光组合导航技术具有全程自主可控和误差不随时间积累等特点,是中远程导弹自主导航领域研究的热点和难点问题,国内外研究众多,对此研究具有重要的理论意义和工程应用价值.针对惯性/星光的研究现状,本文对现有惯性/星光组合导航的技术原理进行了详细分析,对涉及到的大视场星敏感器技术、星图匹配技术、星光折射及连续修正等关键技术及研究现状进行了分析总结,并对惯性/星光在中远程导弹上应用的发展趋势和前景进行了展望.
The INS/CNS integrated navigation technology, having the characteristics of the whole-process autonomous controllability and non-accumulation time-varrying error, remains a hot and challenging issue in the field of intermediate-range missile navigation. There has been an increased research interest on this issue around the world. Therefore, investigating this issue is of great theoretical and practical importance.On basis of the current research status of the technology, the technical principles and some key techniques such as wild-field starlight sensor, star patterns identification, starlight refraction are analyzed and summarized in this paper. Finally, the development trends of the INS/CNS integrated navigation technology on intermediate-range missile are pointed out.
The INS/CNS integrated navigation technology, having the characteristics of the whole-process autonomous controllability and non-accumulation time-varrying error, remains a hot and challenging issue in the field of intermediate-range missile navigation. There has been an increased research interest on this issue around the world. Therefore, investigating this issue is of great theoretical and practical importance.On basis of the current research status of the technology, the technical principles and some key techniques such as wild-field starlight sensor, star patterns identification, starlight refraction are analyzed and summarized in this paper. Finally, the development trends of the INS/CNS integrated navigation technology on intermediate-range missile are pointed out.
引文
[1]肖龙旭,王顺宏,魏诗卉,等.地地弹道导弹制导技术与命中精度[M].北京:国防工业出版社,2009:219-273.Xiao L X, Wang S H, Wei S H, et al. Ballistic missile guidance technology and hit accuracy[M]. Beijing:National Defense Industry Press, 2009:219-273.
[2]全伟,刘百奇,宫晓琳,等.惯性/天文/卫星组合导航技术[M].北京:国防工业出版社,2011:176-314.Quan W, Liu B Q, Gong X L, et al. INS/CNS/GNSS integrated navigation technology[M]. Beijing:National Defense Industry Press, 2011:176-314.
[3]房建成,宁晓琳,田玉龙,等.航天器自主天文导航原理与方法[M].北京:国防工业出版社,2006:55-282.Fang J C, Ning X L, Tian Y L, et al. Principle and method of autonomous celestial navigation for spacecraft[M].Beijing:National Defense Industry Press, 2006:55-282.
[4]司胜营.星光/惯性组合导航系统分析与研究[D].哈尔滨:哈尔滨工业大学,2010.Si S Y. Research on STAR/SINS integrated navigation system[D]. Harbin:Harbin Institute of Technology, 2010.
[5]秦洪卫.捷联惯导/星光组合导航技术研究[D].哈尔滨:哈尔滨工业大学,2013.Qin H W. Research on SINS/STAR integrated navigation technology[D]. Harbin:Harbin Institute of Technology,2013.
[6]张金亮.捷联惯性/星光组合导航关键技术研究[D].西安:西北工业大学,2015.Zhang J L. Key techniques for inertial stellar integrated navigation system[D]. Xi'an:Northwestern Polytechnical University, 2015.
[7]杨波,王跃刚,徐洪涛.弹载惯性/卫星/星光高精度组合导航[J].中国惯性技术学报,2010, 18(4):444-449.Yang B, Wang Y G, Xu H T. High-precision integrated inertial/satellite/starlight navigation for missile[J]. Journal of Chinese Inertial Technology, 2010, 18(4):444-449.
[8]李勉洪,丁国鹏,郑伟波.大视场星敏感器标定技术[J].传感器与微系统,2015, 34(7):40-47.Li M H, Ding G P, Zheng W B. Calibration technology for wide field of view star sensor[J]. Transducer and Microsystem Technologies, 2015, 24(7):40-47.
[9]贺鹏举,梁斌,张涛,等.大视场星敏感器标定技术研究[J].光学学报,2011, 31(10):10230-01-07.He P J, Liang B, Zhang T, et al. Calibration technology for wide field of view star sensor[J]. Acta Optica Sinica,2011, 31(10):10230-01-07.
[10]王晓东.大视场高精度星敏感器技术研究[D].长春:中国科学院长春光学精密机械与物理研究所,2003.Wang X D. Study on wild-field-of-view and high-accuracy star sensor technologies[D]. Changchun:Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 2003.
[11]李勉洪.大视场小口径星敏测量技术研究[D].上海:中国科学院上海技术物理研究所,2015.Li M H. The measurement technology study of star tracker with wide field of view and small aperture[D].Shanghai:Shanghai Institute of Technical Physics, Chinese Academy of Sciences, 2015.
[12]丁国鹏,张涛,郑伟波.基于大视场星敏感器的目标识别技术[J].传感器与微系统,2015, 34(9):41-47.Ding G P, Zhang T, Zheng W B. Target recognition technology based on star tracker with large field of view[J].Transducer and Microsystem Technologies, 2015, 34(9):41-47.
[13]何家维.高精度全天时星敏感器关键技术研究[D].长春:中国科学院长春光学精密机械与物理研究所,2013.He J W. Study on the key technologies for high-accuracy and all-time star sensor[D]. Changchun:Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 2013.
[14]周斌.CCD星敏感器星图识别算法研究[D].哈尔滨:哈尔滨工业大学,2007.Zhou B. Research of star pattern recognition algorithm based on CCD star sensor[D]. Harbin:Harbin Institute of Technology, 2007.
[15]聂侥.基于CCD星敏感器的星图识别[D].长沙:国防科学技术大学,2012.Nie Y. Star pattern recognition algorithm based on CCD star sensor[D]. Changsha:National University of Defense Technology, 2012.
[16] Doodman T N T, Lee S L. Wavelets of multiplicity[J]. Transactions of The American Mathematical Society,1994, 342:307-324.
[17] Strela V, Heller P N, Strang G, et al. The application of multiwavelet filter banks to image processing[J]. IEEE Transactions on Image Processing, 1997, 29(6):1603—1605.
[18]吴登峰.多小波变换及其在数字图像处理中的应用[D].吉林:吉林大学,2005.Wu D F. Multi-wavelet transform and its application in digital image processing[D]. Jilin:Jilin University, 2005.
[19]黄卓君,马争鸣.CL多小波图像编码[J].中国图像图形学报,2001,6A(7):662-668.Huang Z J, Ma Z M. CL multiwavelet image coding[J]. Journal of Image and Graphics, 2001, 6A(7):662-668.
[20]柳薇.基于CL多小波变换的图像编码[J].中山大学学报,2010, 49(4):49-52.Liu W. A image coding method based on CL multiwaved transform[J]. Acta Scientiarum Naturalium Universitiatis Sunyatseni, 2010, 49(4):49-52.
[21] Christian B, Klaus V. A new algorithm to correction fish-eye and strong wide-angle-len distortion from single images[J]. IEEE Transactions on Image Processing, 2001:225-228.
[22] Yucel A, Russell M. A fast parametric motion estimation algorithm with illumination and lens distortion correction[J]. IEEE Transactions on Image Processing, 2003, 12(4):395-480.
[23] Hideaki H, Yagihashi Y, Miyake Y. A new method for distortion in endoscopic images[J]. IEEE Transactions on Medical Imaging, 1995, 9(14):548-555.
[24] Smith W E, Vakil N, Maislin S A. Correction of distortion in endoscope images[J]. IEEE Transactions on Medical Imaging, 1992, 1(1):117-128.
[25]廖士中,高培焕,苏艺,等.一种光学镜头摄像机几何畸变的修正方法[J].中国图象图形学报,2000, 5(7):593-596.Liao S Z, Gao P H, Su Y, et al. A geometric rectification method for lens camera[J]. Journal of Image and Graphics, 2000, 5(7):593-596.
[26]田玉龙,王广君,房建成,等.基于局部熵的星敏感器星图提取方法[J].哈尔滨工业大学学报,2005, 37(8):1068-1070.Tian Y L, Wang G J, Fang J C, et al. A new method of star image high precision extraction based on local entropy[J]. Journal of Harbin Institute of Technology, 2005, 37(8):1068-1070.
[27]罗丽燕.基于星敏感器的星点提取与星图识别方法研究[D].西安:西安电子科技大学,2015.Luo L Y. Study on star centroid extraction and star identification method based on star sensor[D]. Xi'an:Xidian University, 2015.
[28]陈锐.基于星敏感器的星图识别方法研究[D].哈尔滨:哈尔滨工业大学,2011.Chen R. Research of star pattern recognition algorithm based on star sensor[D]. Harbin:Harbin Institute of Technology, 2011.
[29]邢一凡.基于CCD星敏感器的星图识别算法的设计与实现[D].哈尔滨:哈尔滨师范大学,2014.Xing Y F. Design and realization of star recognition algorithms based on CCD star tracker[D]. Harbin:Harbin Normal University, 2014.
[30]李立宏,林涛,宁用臣,等.一种改进的全天自主三角形星图识别算法[J].光学技术,2000, 26(4):372-374.Li L H, Lin T, Ning Y C, et al. Improved all-sky autonomous triangle srar-field identification algorithm[J].Optical Technique, 2000, 26(4):372-374.
[31]文涛,王宏力,陆敬辉,等.基于星三角形外接圆的星图识别算法[J].传感器与微系统,2012, 31(2):74-80.Wen T, Wang H L, Lu J H, et al. Star pattern identification algorithm based on star triangle circumcircle[J].Transducer and Microsystem Technologies, 2012, 31(2):74-80.
[32]熊雪,王庆.基于多视场星敏感器的三角形星图识别方法[J].计算机测量与控制,2014, 22(1):225-228.Xiong X, Wang Q. An improved triangle star identification method based on multi-fov star sensor[J]. Computer Measurement and Control, 2014, 22(1):225—228.
[33]李立宏,徐洪泽,张福恩.一种改进全天自主栅格星图识别算法[J].光学技术,2000, 26(3):203-210.Li L H, Xu H Z, Zhang F E. A kind of improved grid algorithm for all-sky autonomous srar-field identification[J].Optical Technique, 2000, 26(3):203-210.
[34]林涛,周建林,张均萍,等.四边形全天自主星图识别算法[J].宇航学报,2000, 21(2):82-85.Lin T, Zhou J L, Zhang J P, et al. All-sky automated quaternary star pattern recognition[J]. Journal of Astron Antics, 2000, 21(2):82-85.
[35]房建成,全伟,孟小红.一种基于Delaunay三角剖分的全天自主星图识别算法[J].北京航空航天大学学报,2005, 31(3):311-315.Fang J C, Quan W, Meng X H. All-sky autonomous srar map identification algorithm based on Delaunay triangulation cutting algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(3):311-315.
[36]田玉龙,全伟,王广君,等.星图识别的剖分算法[J].系统工程与电子技术,2004, 26(11):2675-2679.Tian Y L, Quan W, Wang G J, et al. Srar map identification algorithm based on cutting algorithm[J]. Systems Engineering and Electronics, 2004, 26(11):2675-2679.
[37]张少迪,王延杰,孙宏海.三角剖分以及径向基的数神经网络在星图识别中的应用[J].光学精密工程,2012, 20(2):395-402.Zhang S D, Wang Y J, Sun H H. Application of triangulation and RBF neural network to star pattern recognition[J]. Optics and Precision Engineering, 2012, 20(2):395-402.
[38]全伟,王广君,房建成.一种基于HD距离的改进星图识别方法[J].北京航空航天大学学报,2006, 32(1):8-12.Quan W, Wang G J, Fang J C. Improved srar map identification algorithm based on Hausdorff distance[J].Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(1):8—12.
[39]甘新胜.一种基于改进HD距离的星图匹配方法[J].指挥控制与仿真,2012, 34(4):117-123.Gan X S. Image matching method based on improved Hausdorff distance[J]. Command Control and Simulation,2012, 34(4):117-123.
[40]王广君,房建成.一种星图识别的星体图像高精度内插算法[J].北京航空航天大学学报,2005, 31(5):566-569.Wang G J, Fang J C. High precision interpolation algorithm for star pattern[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(5):566-569.
[41]胡坤,陈嘉鸿,谢元平.一种基于旋转不变特征的星图识别算法[J].光电工程,2015, 42(6):20-26.Hu K, Chen J H, Xie Y P. A novel star pattern identification algorithm based on rotation-invariant[J]. OptoElectronic Engineering, 2015, 42(6):20-26.
[42]李超兵,袁艳艳,王丹晔.基于特征图形匹配法的高效星图识别方法[J].中国空间科学技术,2016, 36(4):9-16.Li C B, Yuan Y Y, Wang D Y. An efficient stellar map identification method based on characterized graphicsmatching method[J]. Chinese Space Science and Technology, 2016, 36(4):9-16.
[43] Kin H Y, Junkins J L. Self-organizing guide star selection algorithm for star trackers:Thinning method[C]//IEEE Aerospace Conference Proceedings, 2002, 5:2275-2284.
[44] Roelof W H, Van Bezooijen. True-sky demonstration of an autonomous star tracker[C]//Proceedings of SPIE,1994, 2221:156-168.
[45]孙瑾秋,周军.基于Delaunay三角剖分和ICP的星图运动补偿算法[J].机械科学与技术,2012, 31(43):534-537.Sun J Q, Zhou J. A new starry images motion compensation method based on delaunay triangulation and ICP[J].Mechanical Science and Technology for Aerospace Engineering, 2012, 31(43):534-537.
[46]李琳琳,孙辉先.基于星敏感器的星光折射卫星自主导航方法研究[J].系统工程与电子技术,2004, 26(3):352-357.Li L L, Sun H X. Satellite autonomous navigation by stellar refraction based on a star sensor[J]. Systems Engineering and Electronics, 2004, 26(3):352-357.
[47]王国权,金声震,孙才红,等.组合大视场星敏感器星光折射卫星自主导航方法及仿真[J].系统仿真学报,2005, 17(3):529-532.Wang G Q, Jing S Z, Sun C H, et al. Method and simulation of autonomous navigation for satellite by a combination star sensor with large view field and starlight refr action[J]. Journal of System Simulation, 2005,17(3):529-532.
[48]薛申芳,宁书年,金声震,等.组合大视场星敏感器自主定轨中的星光折射[J].光学学报,2006,26(7):971-974.Xue S F, Ning S N, Jin S Z, et al. The starlight refraction in autonomous orbit determination for satellite by large field of view star sensors[J]. Acta Optica Sinica, 2006, 26(7):971-974.
[49]胡静,杨博.精确星光大气折射导航观测模型的研究[J].北京航空航天大学学报,2006, 32(7):773-777.Hu J, Yang B. Precise research on stellar horizon atmospheric refraction model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(7):773-777.
[50]王海涌,金光瑞,赵彦武.间接敏感地平星敏感器视场内折射星数的概率分布适用模型[J].光学学报,2013, 33(12):1201002-1-1201002-6.Wang H Y, Jin G R, Zhao Y W. Applicable probability distribution model of refracted star number in field of view indirectly sensing horizon star sensor[J]. Acta Optica Sinica, 2013, 33(12):1201002-1-1201002-6.
[51]钱华明,孙龙,黄蔚.捷联惯性/星光折射组合导航算法[J].哈尔滨工业大学学报,2013, 45(9):52-56.Qian H M, Sun L, Huang W. SINS/RCNS integrated navigation algorithm[J]. Journal of Harbin Institute of Technology, 2013, 45(9):52-56.
[52]宁晓琳,王龙华,白鑫贝,等.一种星光折射卫星自主导航系统方案设计[J].宇航学报,2012, 33(11):1601-1610.Ning X L, Wang L H, Bai X B, et al. A scheme design of satellite autonomous navigation system based on stellar refr action[J]. Journal of Astronautics, 2012, 33(11):1601-1610.
[2]全伟,刘百奇,宫晓琳,等.惯性/天文/卫星组合导航技术[M].北京:国防工业出版社,2011:176-314.Quan W, Liu B Q, Gong X L, et al. INS/CNS/GNSS integrated navigation technology[M]. Beijing:National Defense Industry Press, 2011:176-314.
[3]房建成,宁晓琳,田玉龙,等.航天器自主天文导航原理与方法[M].北京:国防工业出版社,2006:55-282.Fang J C, Ning X L, Tian Y L, et al. Principle and method of autonomous celestial navigation for spacecraft[M].Beijing:National Defense Industry Press, 2006:55-282.
[4]司胜营.星光/惯性组合导航系统分析与研究[D].哈尔滨:哈尔滨工业大学,2010.Si S Y. Research on STAR/SINS integrated navigation system[D]. Harbin:Harbin Institute of Technology, 2010.
[5]秦洪卫.捷联惯导/星光组合导航技术研究[D].哈尔滨:哈尔滨工业大学,2013.Qin H W. Research on SINS/STAR integrated navigation technology[D]. Harbin:Harbin Institute of Technology,2013.
[6]张金亮.捷联惯性/星光组合导航关键技术研究[D].西安:西北工业大学,2015.Zhang J L. Key techniques for inertial stellar integrated navigation system[D]. Xi'an:Northwestern Polytechnical University, 2015.
[7]杨波,王跃刚,徐洪涛.弹载惯性/卫星/星光高精度组合导航[J].中国惯性技术学报,2010, 18(4):444-449.Yang B, Wang Y G, Xu H T. High-precision integrated inertial/satellite/starlight navigation for missile[J]. Journal of Chinese Inertial Technology, 2010, 18(4):444-449.
[8]李勉洪,丁国鹏,郑伟波.大视场星敏感器标定技术[J].传感器与微系统,2015, 34(7):40-47.Li M H, Ding G P, Zheng W B. Calibration technology for wide field of view star sensor[J]. Transducer and Microsystem Technologies, 2015, 24(7):40-47.
[9]贺鹏举,梁斌,张涛,等.大视场星敏感器标定技术研究[J].光学学报,2011, 31(10):10230-01-07.He P J, Liang B, Zhang T, et al. Calibration technology for wide field of view star sensor[J]. Acta Optica Sinica,2011, 31(10):10230-01-07.
[10]王晓东.大视场高精度星敏感器技术研究[D].长春:中国科学院长春光学精密机械与物理研究所,2003.Wang X D. Study on wild-field-of-view and high-accuracy star sensor technologies[D]. Changchun:Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 2003.
[11]李勉洪.大视场小口径星敏测量技术研究[D].上海:中国科学院上海技术物理研究所,2015.Li M H. The measurement technology study of star tracker with wide field of view and small aperture[D].Shanghai:Shanghai Institute of Technical Physics, Chinese Academy of Sciences, 2015.
[12]丁国鹏,张涛,郑伟波.基于大视场星敏感器的目标识别技术[J].传感器与微系统,2015, 34(9):41-47.Ding G P, Zhang T, Zheng W B. Target recognition technology based on star tracker with large field of view[J].Transducer and Microsystem Technologies, 2015, 34(9):41-47.
[13]何家维.高精度全天时星敏感器关键技术研究[D].长春:中国科学院长春光学精密机械与物理研究所,2013.He J W. Study on the key technologies for high-accuracy and all-time star sensor[D]. Changchun:Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 2013.
[14]周斌.CCD星敏感器星图识别算法研究[D].哈尔滨:哈尔滨工业大学,2007.Zhou B. Research of star pattern recognition algorithm based on CCD star sensor[D]. Harbin:Harbin Institute of Technology, 2007.
[15]聂侥.基于CCD星敏感器的星图识别[D].长沙:国防科学技术大学,2012.Nie Y. Star pattern recognition algorithm based on CCD star sensor[D]. Changsha:National University of Defense Technology, 2012.
[16] Doodman T N T, Lee S L. Wavelets of multiplicity[J]. Transactions of The American Mathematical Society,1994, 342:307-324.
[17] Strela V, Heller P N, Strang G, et al. The application of multiwavelet filter banks to image processing[J]. IEEE Transactions on Image Processing, 1997, 29(6):1603—1605.
[18]吴登峰.多小波变换及其在数字图像处理中的应用[D].吉林:吉林大学,2005.Wu D F. Multi-wavelet transform and its application in digital image processing[D]. Jilin:Jilin University, 2005.
[19]黄卓君,马争鸣.CL多小波图像编码[J].中国图像图形学报,2001,6A(7):662-668.Huang Z J, Ma Z M. CL multiwavelet image coding[J]. Journal of Image and Graphics, 2001, 6A(7):662-668.
[20]柳薇.基于CL多小波变换的图像编码[J].中山大学学报,2010, 49(4):49-52.Liu W. A image coding method based on CL multiwaved transform[J]. Acta Scientiarum Naturalium Universitiatis Sunyatseni, 2010, 49(4):49-52.
[21] Christian B, Klaus V. A new algorithm to correction fish-eye and strong wide-angle-len distortion from single images[J]. IEEE Transactions on Image Processing, 2001:225-228.
[22] Yucel A, Russell M. A fast parametric motion estimation algorithm with illumination and lens distortion correction[J]. IEEE Transactions on Image Processing, 2003, 12(4):395-480.
[23] Hideaki H, Yagihashi Y, Miyake Y. A new method for distortion in endoscopic images[J]. IEEE Transactions on Medical Imaging, 1995, 9(14):548-555.
[24] Smith W E, Vakil N, Maislin S A. Correction of distortion in endoscope images[J]. IEEE Transactions on Medical Imaging, 1992, 1(1):117-128.
[25]廖士中,高培焕,苏艺,等.一种光学镜头摄像机几何畸变的修正方法[J].中国图象图形学报,2000, 5(7):593-596.Liao S Z, Gao P H, Su Y, et al. A geometric rectification method for lens camera[J]. Journal of Image and Graphics, 2000, 5(7):593-596.
[26]田玉龙,王广君,房建成,等.基于局部熵的星敏感器星图提取方法[J].哈尔滨工业大学学报,2005, 37(8):1068-1070.Tian Y L, Wang G J, Fang J C, et al. A new method of star image high precision extraction based on local entropy[J]. Journal of Harbin Institute of Technology, 2005, 37(8):1068-1070.
[27]罗丽燕.基于星敏感器的星点提取与星图识别方法研究[D].西安:西安电子科技大学,2015.Luo L Y. Study on star centroid extraction and star identification method based on star sensor[D]. Xi'an:Xidian University, 2015.
[28]陈锐.基于星敏感器的星图识别方法研究[D].哈尔滨:哈尔滨工业大学,2011.Chen R. Research of star pattern recognition algorithm based on star sensor[D]. Harbin:Harbin Institute of Technology, 2011.
[29]邢一凡.基于CCD星敏感器的星图识别算法的设计与实现[D].哈尔滨:哈尔滨师范大学,2014.Xing Y F. Design and realization of star recognition algorithms based on CCD star tracker[D]. Harbin:Harbin Normal University, 2014.
[30]李立宏,林涛,宁用臣,等.一种改进的全天自主三角形星图识别算法[J].光学技术,2000, 26(4):372-374.Li L H, Lin T, Ning Y C, et al. Improved all-sky autonomous triangle srar-field identification algorithm[J].Optical Technique, 2000, 26(4):372-374.
[31]文涛,王宏力,陆敬辉,等.基于星三角形外接圆的星图识别算法[J].传感器与微系统,2012, 31(2):74-80.Wen T, Wang H L, Lu J H, et al. Star pattern identification algorithm based on star triangle circumcircle[J].Transducer and Microsystem Technologies, 2012, 31(2):74-80.
[32]熊雪,王庆.基于多视场星敏感器的三角形星图识别方法[J].计算机测量与控制,2014, 22(1):225-228.Xiong X, Wang Q. An improved triangle star identification method based on multi-fov star sensor[J]. Computer Measurement and Control, 2014, 22(1):225—228.
[33]李立宏,徐洪泽,张福恩.一种改进全天自主栅格星图识别算法[J].光学技术,2000, 26(3):203-210.Li L H, Xu H Z, Zhang F E. A kind of improved grid algorithm for all-sky autonomous srar-field identification[J].Optical Technique, 2000, 26(3):203-210.
[34]林涛,周建林,张均萍,等.四边形全天自主星图识别算法[J].宇航学报,2000, 21(2):82-85.Lin T, Zhou J L, Zhang J P, et al. All-sky automated quaternary star pattern recognition[J]. Journal of Astron Antics, 2000, 21(2):82-85.
[35]房建成,全伟,孟小红.一种基于Delaunay三角剖分的全天自主星图识别算法[J].北京航空航天大学学报,2005, 31(3):311-315.Fang J C, Quan W, Meng X H. All-sky autonomous srar map identification algorithm based on Delaunay triangulation cutting algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(3):311-315.
[36]田玉龙,全伟,王广君,等.星图识别的剖分算法[J].系统工程与电子技术,2004, 26(11):2675-2679.Tian Y L, Quan W, Wang G J, et al. Srar map identification algorithm based on cutting algorithm[J]. Systems Engineering and Electronics, 2004, 26(11):2675-2679.
[37]张少迪,王延杰,孙宏海.三角剖分以及径向基的数神经网络在星图识别中的应用[J].光学精密工程,2012, 20(2):395-402.Zhang S D, Wang Y J, Sun H H. Application of triangulation and RBF neural network to star pattern recognition[J]. Optics and Precision Engineering, 2012, 20(2):395-402.
[38]全伟,王广君,房建成.一种基于HD距离的改进星图识别方法[J].北京航空航天大学学报,2006, 32(1):8-12.Quan W, Wang G J, Fang J C. Improved srar map identification algorithm based on Hausdorff distance[J].Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(1):8—12.
[39]甘新胜.一种基于改进HD距离的星图匹配方法[J].指挥控制与仿真,2012, 34(4):117-123.Gan X S. Image matching method based on improved Hausdorff distance[J]. Command Control and Simulation,2012, 34(4):117-123.
[40]王广君,房建成.一种星图识别的星体图像高精度内插算法[J].北京航空航天大学学报,2005, 31(5):566-569.Wang G J, Fang J C. High precision interpolation algorithm for star pattern[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(5):566-569.
[41]胡坤,陈嘉鸿,谢元平.一种基于旋转不变特征的星图识别算法[J].光电工程,2015, 42(6):20-26.Hu K, Chen J H, Xie Y P. A novel star pattern identification algorithm based on rotation-invariant[J]. OptoElectronic Engineering, 2015, 42(6):20-26.
[42]李超兵,袁艳艳,王丹晔.基于特征图形匹配法的高效星图识别方法[J].中国空间科学技术,2016, 36(4):9-16.Li C B, Yuan Y Y, Wang D Y. An efficient stellar map identification method based on characterized graphicsmatching method[J]. Chinese Space Science and Technology, 2016, 36(4):9-16.
[43] Kin H Y, Junkins J L. Self-organizing guide star selection algorithm for star trackers:Thinning method[C]//IEEE Aerospace Conference Proceedings, 2002, 5:2275-2284.
[44] Roelof W H, Van Bezooijen. True-sky demonstration of an autonomous star tracker[C]//Proceedings of SPIE,1994, 2221:156-168.
[45]孙瑾秋,周军.基于Delaunay三角剖分和ICP的星图运动补偿算法[J].机械科学与技术,2012, 31(43):534-537.Sun J Q, Zhou J. A new starry images motion compensation method based on delaunay triangulation and ICP[J].Mechanical Science and Technology for Aerospace Engineering, 2012, 31(43):534-537.
[46]李琳琳,孙辉先.基于星敏感器的星光折射卫星自主导航方法研究[J].系统工程与电子技术,2004, 26(3):352-357.Li L L, Sun H X. Satellite autonomous navigation by stellar refraction based on a star sensor[J]. Systems Engineering and Electronics, 2004, 26(3):352-357.
[47]王国权,金声震,孙才红,等.组合大视场星敏感器星光折射卫星自主导航方法及仿真[J].系统仿真学报,2005, 17(3):529-532.Wang G Q, Jing S Z, Sun C H, et al. Method and simulation of autonomous navigation for satellite by a combination star sensor with large view field and starlight refr action[J]. Journal of System Simulation, 2005,17(3):529-532.
[48]薛申芳,宁书年,金声震,等.组合大视场星敏感器自主定轨中的星光折射[J].光学学报,2006,26(7):971-974.Xue S F, Ning S N, Jin S Z, et al. The starlight refraction in autonomous orbit determination for satellite by large field of view star sensors[J]. Acta Optica Sinica, 2006, 26(7):971-974.
[49]胡静,杨博.精确星光大气折射导航观测模型的研究[J].北京航空航天大学学报,2006, 32(7):773-777.Hu J, Yang B. Precise research on stellar horizon atmospheric refraction model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(7):773-777.
[50]王海涌,金光瑞,赵彦武.间接敏感地平星敏感器视场内折射星数的概率分布适用模型[J].光学学报,2013, 33(12):1201002-1-1201002-6.Wang H Y, Jin G R, Zhao Y W. Applicable probability distribution model of refracted star number in field of view indirectly sensing horizon star sensor[J]. Acta Optica Sinica, 2013, 33(12):1201002-1-1201002-6.
[51]钱华明,孙龙,黄蔚.捷联惯性/星光折射组合导航算法[J].哈尔滨工业大学学报,2013, 45(9):52-56.Qian H M, Sun L, Huang W. SINS/RCNS integrated navigation algorithm[J]. Journal of Harbin Institute of Technology, 2013, 45(9):52-56.
[52]宁晓琳,王龙华,白鑫贝,等.一种星光折射卫星自主导航系统方案设计[J].宇航学报,2012, 33(11):1601-1610.Ning X L, Wang L H, Bai X B, et al. A scheme design of satellite autonomous navigation system based on stellar refr action[J]. Journal of Astronautics, 2012, 33(11):1601-1610.