On Pose Estimation Algorithm of Cone Sleeve Based on Monocular Vision

被引:0
作者
Chen, Xiaoping [1 ,3 ]
Zhou, Zhenyu [1 ]
Gao, Chi [2 ]
Hong, Rui [1 ,2 ]
Liu, Hui [1 ,2 ]
Xie, Yuyao [4 ]
机构
[1] Univ Elect Sci & Technol China, Chengdu 610054, Peoples R China
[2] Avic Chengdu Aircraft Design & Res Inst, Chengdu, Peoples R China
[3] AVIC United Technol Ctr Intelligent Decis Making, Chengdu 610054, Peoples R China
[4] Chengdu Plane Technol Co Ltd, Chengdu 610054, Peoples R China
来源
ADVANCES IN GUIDANCE, NAVIGATION AND CONTROL, VOL 12 | 2025年 / 1348卷
关键词
Air Refuelling; Monocular Vision; EPnP; Pose Estimation; AERIAL; NAVIGATION;
D O I
10.1007/978-981-96-2244-3_7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the pose measurement of soft aerial refueling cone sleeve, we use monocular vision theory to propose a pose calculation method of taper sleeve. Firstly, we establish the monocular vision model, and reconstruct the cone sleeve in three dimensions to obtain the coordinate values of three-dimensional key points and the real pose of the cone sleeve. Then, using 2D key point coordinates combined with 3D key point coordinates, we use EPnP and ICP to estimate the pose of the taper sleeve relative to the camera. The results show that the three-axis Euler angle error of the cone sleeve estimated by our method is within +/- 10 degrees, and the three-axis positioning error of the cone sleeve is within +/- 10 cm, which can achieve centimeter-level positioning accuracy with high accuracy and meet the relative navigation requirements of aerial refueling.
引用
收藏
页码:61 / 70
页数:10
相关论文
共 10 条
[1]  
Bellekens Ben., 2015, International Journal on Advances in Intelligent Systems, V8, P118
[2]  
Bolkcom C.C., 2006, C RES SERVICE REPORT, P1
[3]  
Farenzena Michela, 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops, P1489, DOI 10.1109/ICCVW.2009.5457435
[4]   Real-Time Navigation for Drogue-Type Autonomous Aerial Refueling Using Vision-Based Deep Learning Detection [J].
Garcia, Jorge Alberto Banuelos ;
Younes, Ahmad Bani .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 57 (04) :2225-2246
[5]   Long-Range Pose Estimation for Aerial Refueling Approaches Using Deep Neural Networks [J].
Lee, Andrew ;
Dallmann, Will ;
Nykl, Scott ;
Taylor, Clark ;
Borghetti, Brett .
JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2020, 17 (11) :634-646
[6]   EPnP: An Accurate O(n) Solution to the PnP Problem [J].
Lepetit, Vincent ;
Moreno-Noguer, Francesc ;
Fua, Pascal .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2009, 81 (02) :155-166
[7]   A vision-based strategy for autonomous aerial refueling tasks [J].
Martinez, Carol ;
Richardson, Thomas ;
Thomas, Peter ;
du Bois, Jonathan Luke ;
Campoy, Pascual .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2013, 61 (08) :876-895
[8]   Mitigating the effects of boom occlusion on automated aerial refueling through shadow volumes [J].
Paulson, Zachary ;
Nykl, Scott ;
Pecarina, John ;
Woolley, Brian .
JOURNAL OF DEFENSE MODELING AND SIMULATION-APPLICATIONS METHODOLOGY TECHNOLOGY-JDMS, 2019, 16 (02) :175-189
[9]   On-board visual navigation system for unmanned aerial vehicles autonomous aerial refueling [J].
Xu, Yan ;
Duan, Haibin ;
Li, Cong ;
Deng, Yimin .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2019, 233 (04) :1193-1203
[10]   Monocular Visual Position and Attitude Estimation Method of a Drogue Based on Coaxial Constraints [J].
Zhao, Kedong ;
Sun, Yongrong ;
Zhang, Yi ;
Li, Hua .
SENSORS, 2021, 21 (16)