Parametric study of sensor placement for vision-based relative navigation system of multiple spacecraft

作者: Junho Jeong , Seungkeun Kim , Jinyoung Suk

DOI: 10.1016/J.ACTAASTRO.2017.09.020

关键词: Parametric statisticsComputer visionBeaconEngineeringNavigation systemArtificial intelligenceSpacecraftGlobal Positioning SystemPoint (geometry)Extended Kalman filterPosition (vector)

摘要: Abstract In order to overcome the limited range of GPS-based techniques, vision-based relative navigation methods have recently emerged as alternative approaches for a high Earth orbit (HEO) or deep space missions. Therefore, various systems use proximity operations between two spacecraft. For implementation these systems, sensor placement problem can occur on exterior spacecraft due its space. To deal with placement, this paper proposes novel methodology based multiple position sensitive diode (PSD) sensors and infrared beacon modules. proposed method, an iterated parametric study is used farthest point optimization (FPO) constrained extended Kalman filter (CEKF). Each algorithm applied set location estimate positions attitudes according each combination by PSDs beacons. After that, scores are calculated respect parameters: number PSDs, beacons, accuracy estimates. Then, best scoring candidate determined placement. Moreover, results estimation show that improves dramatically, increases from one three.

参考文章(32)
John L Crassidis, John L Junkins, Optimal Estimation of Dynamic Systems ,(2004)
Oliver Montenbruck, Simone D’Amico, GPS Based Relative Navigation Springer, New York, NY. pp. 185- 223 ,(2013) , 10.1007/978-1-4614-4541-8_5
Chi-Chang J. Ho, N. Harris McClamroch, Automatic spacecraft docking using computer vision-based guidance and control techniques Journal of Guidance Control and Dynamics. ,vol. 16, pp. 281- 288 ,(1993) , 10.2514/3.21001
Yongchun Xie, Jun Hu, Min Wang, Haixia Hu, Hao Zhang, Accurate and Stable Control of Shenzhou Spacecraft in Rendezvous and Docking IFAC Proceedings Volumes. ,vol. 46, pp. 524- 528 ,(2013) , 10.3182/20130902-5-DE-2040.00063
Didier Pinard, Stéphane Reynaud, Patrick Delpy, Stein E. Strandmoe, Accurate and autonomous navigation for the ATV Aerospace Science and Technology. ,vol. 11, pp. 490- 498 ,(2007) , 10.1016/J.AST.2007.02.009
Brent E. Tweddle, Alvar Saenz-Otero, Relative Computer Vision-Based Navigation for Small Inspection Spacecraft Journal of Guidance Control and Dynamics. ,vol. 38, pp. 969- 978 ,(2015) , 10.2514/1.G000687
YONG LI, JUNJIRO ONODA, KENJI MINESUGI, SIMULTANEOUS OPTIMIZATION OF PIEZOELECTRIC ACTUATOR PLACEMENT AND FEEDBACK FOR VIBRATION SUPPRESSION Acta Astronautica. ,vol. 50, pp. 335- 341 ,(2002) , 10.1016/S0094-5765(01)00185-0
Yanjun Xing, Xibin Cao, Shijie Zhang, Haibo Guo, Feng Wang, Relative position and attitude estimation for satellite formation with coupled translational and rotational dynamics Acta Astronautica. ,vol. 67, pp. 455- 467 ,(2010) , 10.1016/J.ACTAASTRO.2010.04.002