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基于太阳能帆板部件的空间非合作飞行器视觉位姿测量方法
Alternative TitleVision pose measurement for non-cooperative space vehicles based on solar panel component
苗锡奎; 朱枫; 郝颖明; 吴清潇; 夏仁波
Department光电信息技术研究室
Source Publication高技术通讯
ISSN1002-0470
2013
Volume23Issue:4Pages:400-406
Indexed ByCSCD
CSCD IDCSCD:4860208
Contribution Rank1
Funding Organization国家自然科学基金(51005229)资助项目
Keyword非合作目标 典型部件 单目视觉 位姿测量
Abstract针对无法在目标飞行器上布置合作标志器的问题,提出了一种利用矩形太阳能帆板部件测量空间非合作飞行器位姿的方法。该方法首先利用单相机在中远距离(200m-15m)对非合作飞行器成像,然后用基于矩形帆板的视觉特征设计的专用的特征提取算法自动完成矩形特征的选择与提取,最后根据矩形帆板的几何特征约束利用共面四点透视(P4P)算法或门形三线透视(P3L)算法解算目标位姿。与传统视觉位姿测量方法不同,该方法不需要在目标飞行器上布置合作标志器,更不需要人工干预,因此更适用于一般飞行器间的相对位姿测量。实验结果表明,该方法具有较好的鲁棒性,位置误差小于2.3%,姿态误差小于2°,满足对非合作飞行器进行跟踪、接近、绕飞等位姿测量要求。
Other AbstractA vision pose measurement method for non-cooperative space vehicles by using the rectangular solar panel on the vehicles is proposed to solve the problem that the cooperative markers can not be deployed on the target vehicles. The method can be briefly described below: Firstly, the non-cooperative space vehicle is photographed by a single camera in the middle-long distance (200m; 15m), then the rectangular feature is extracted automatically by using the algorithm specially designed according to the visual characteristics of the solar panel, and finally, the pose parameters are calculated by using the high-precision and robust algorithm (the perspective-4-points (P4P) algorithm or the perspective-3-1iness (P3L) algorithm) according to the geometric constraints of the solar panel. Unlike previous pose measurement methods based on vision, the proposed method do not need to deploy cooperative markers on the target, even without human participation, therefore, it is more applicable to pose measurement of general non-cooperative space vehicles. The experimental results indicate that the method is robust to noises, its position error is less than 2.3%, and the attitude error is less than 2°. The method meets the requirements of vehicles' pose estimation during their tracking, approaching and flying.
Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/12519
Collection光电信息技术研究室
Affiliation1.中国科学院沈阳自动化研究所
2.中国科学院研究生院
3.中国科学院光电信息处理重点实验室
4.辽宁省图像理解与视觉计算重点实验室
Recommended Citation
GB/T 7714
苗锡奎,朱枫,郝颖明,等. 基于太阳能帆板部件的空间非合作飞行器视觉位姿测量方法[J]. 高技术通讯,2013,23(4):400-406.
APA 苗锡奎,朱枫,郝颖明,吴清潇,&夏仁波.(2013).基于太阳能帆板部件的空间非合作飞行器视觉位姿测量方法.高技术通讯,23(4),400-406.
MLA 苗锡奎,et al."基于太阳能帆板部件的空间非合作飞行器视觉位姿测量方法".高技术通讯 23.4(2013):400-406.
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