Fast search method for automatic collimation of satellite sensors with visual guidance

doi:10.13474/j.cnki.11-2246.2025.0111

Abstract

Abstract: With the rapid development of the aerospace satellite industry, the manufacturing and launch of satellites have entered a phase of rapid expansion. Concurrently, as mass satellite production takes precedence, the posture measurement of satellite sensors is progressively advancing towards automation and intelligence. In response to the requirements of automated attitude determination and control measurement technology for large-scale satellites, corresponding technical methodologies have emerged. Building upon the existing automated attitude determination and control measurement technology for mass-produced satellites, this paper conducts a thorough analysis of the optical crosshair extraction model and automated search algorithm within the current models. Addressing identified shortcomings, the paper proposes novel optical crosshair extraction and automated search algorithms, significantly enhancing the efficiency of satellite automated attitude determination measurements.

Key words: satellite automatic measurement, cross silk image recognition, automatic search of collimated cubic mirror, visual guide, graph convolution

CLC Number:

P237

YUAN Honglei, LI Guangyun, FAN Baixing, WANG Li, LI Yujie, LONG Changyu. Fast search method for automatic collimation of satellite sensors with visual guidance[J]. Bulletin of Surveying and Mapping, 2025, 0(1): 66-71.

References

[1] 陈军.基于星敏感器/陀螺的卫星姿态确定技术研究[D].长沙:国防科学技术大学,2013.
[2] 王兴涛,李迎春,李晓燕.“天绘一号” 卫星星敏感器精度分析[J].遥感学报,2012,16(S1):90-93.
[3] 王伟,刘笑,郭洁瑛,等.航天器总装精度测量中一种不规则棱镜矢量计算方法[J].航天器环境工程,2013,30(1):103-106.
[4] 柏宏武,冀有志.立方镜在航天器天线总装测量中的应用[J].空间电子技术,2013,10(2):58-62.
[5] SHUSTER M D.A survey of attitude representation[J].Journal of Astronautical Sciences,1993,41(4):439-517.
[6] 魏新国,张广军,樊巧云,等.太阳敏感器测量坐标系与立方镜坐标系转换矩阵的标定[J].光学精密工程,2009,17(4):849-853.
[7] 温凯,梁小峰,沙伟.小卫星精测系统分析[J].航天器环境工程,2011,28(1):83-86.
[8] 韩冬,钟诗胜,夏平均,等.星载设备安装精度精测模型建立与系统开发[J].计算机集成制造系统,2007,13(12):2382-2387.
[9] 秦远田.微小卫星太敏安装角度测量及精度分析[J].国外电子测量技术,2013,32(3):36-38.
[10] 黄桂平,叶声华,李广云,等.经纬仪非接触大尺寸三坐标测量系统的开发及其在航天器检测中的应用[J].上海计量测试,2002,29(3):9-12.
[11] 陈继华,毛方儒,王磊,等.卫星推进及控制装置准直测量方法研究[J].宇航计测技术,2006,26(3):48-54.
[12] 李广云,李宗春.工业测量系统原理与应用[M].北京:测绘出版社,2010.
[13] 吴卓昊.航天器总装姿态自动测量关键技术与应用研究[D].郑州:信息工程大学,2018.
[14] 吴卓昊,范百兴,王凤彬.卫星敏感器姿态自动测量算法[J].测绘科学技术学报,2018,35(6):574-578.
[15] 王欣宇,范百兴,于英,等.一种视觉引导经纬仪自动测量方法[J].测绘工程,2018,27(6):32-40.
[16] 吴卓昊.航天器总装姿态自动测量关键技术与应用研究[D].郑州:信息工程大学,2018.
[17] 余成义,陈伟男,谯珊,等.航天器总装自动化指向测量设备、方法及系统:中国,CN114383563A[P].2022-04-22.
[18] 许金伟,王庆林,李娅琳,等.多核数字信号处理卷积算法并行优化[J].国防科技大学学报,2024,46(1):103-112.
[19] 齐杰,王中辉,李驿言.基于图卷积神经网络的道路网匹配[J].测绘通报,2023(12):19-24.
[20] 李心媛,贺智,楼桉君,等.双线性图卷积网络的环南海地区湿地遥感分类[J].测绘通报,2023(5):44-50.
[21] 张佳宝,谢福鼎,金翠.基于超像素图卷积网络的高光谱图像分类[J].测绘通报,2023(1):84-87.
[22] 张自强,刘涛,杜萍,等.图残差神经网络支持下的建筑物群组模式分类[J].测绘通报,2022(1):1-7.
[23] 吴京.信号与系统分析[M].长沙:国防科技大学出版社,2012.
[24] 程佩青.数字信号处理教程[M].北京:清华大学出版社,2012.
[25] PALOMARES J M,GONZÁLEZ J,ROS E,et al.General logarithmic image processing convolution[J].IEEE Transactions on Image Processing,2006,15(11):3602-3608.
[26] KIM M,SEO P H,SCHMID C,et al.Learning correlation structures for vision transformers[M/OL].arXiv,2024[2024-04-13].http://arxiv.org/abs/2404.03924.