Different types of star identification algorithms for satellite attitude determination using star sensor

被引:0
作者
Zahednamazi M. [1 ]
Toloei A. [1 ]
Ghasemi R. [2 ]
机构
[1] Aerospace Engineering Department, Shahid Beheshti University, Tehran
[2] Electrical Engineering Department, University of Qom, Qom
关键词
Attitude determination; Attitude sensor; Simulation; Star identification; Star sensor;
D O I
10.1007/s42401-021-00093-y
中图分类号
学科分类号
摘要
Star sensor is one of the most accurate sensors for attitude determination, out of the atmosphere. This sensor uses stars as means to determine the attitude. Attitude determination using a star sensor involves identifying the stars in the field of view, image processing, and finally determining the attitude matrix. This paper deals with the identification of existing stars in the field of view of the star sensor. This step is known as star identification. This paper proposes three star-identification algorithms. In these algorithms existence of at least six stars in the sensor field of view is needed. These three algorithms are investigated, using simulations performed with MATLAB software; in terms of efficiency, identification time, robustness against false stars, and required memory for the database storage. The simulated star sensor is a sensor with a square-shaped field of view of dimensions of 13.8° × 13.8° same as dimensions of the ASTRO-15 star-sensor. All the presented algorithms depict high efficiency and robustness against false stars. Due to the number of required stars, proposed algorithms are appropriate for the next generation of star sensors with large fields of view. © 2021, Shanghai Jiao Tong University.
引用
收藏
页码:315 / 321
页数:6
相关论文
共 24 条
[1]  
Psiaki M.L., Autonomous low-earth-orbit determination from magnetometer and sun sensor data, J Guid Control Dyn, 22, 2, pp. 296-304, (1999)
[2]  
Saez A.G., Quero J.M., Jerez M.A., Earth sensor based on thermopile detectors for satellite attitude determination, IEEE Sens J, 16, 8, pp. 2260-2271, (2015)
[3]  
Shayan M., Abbaszadehtoori M.A.N.O.U.C.H.E.H.R., Attitude estimation of nano-satellite according to navigation sensors using of combination method, Int J Eng, 28, 7, pp. 964-969, (2015)
[4]  
Guangjun Z., Star identification: methods, techniques, and algorithms, (2016)
[5]  
Toloei A., Zahednamazi M., Ghasemi R., Mohammadi F., A comparative analysis of star identification algorithms, Astrophys Space Sci, 365, 4, pp. 1-9, (2020)
[6]  
Toloei A.R., Arani M.S., Abaszadeh M., A new composite algorithm for identifying the stars in the star tracker, Int J Comput Appl, 102, 2, pp. 28-33, (2014)
[7]  
Liebe C.C., Pattern recognition of star constellations for spacecraft applications, IEEE Aerosp Electron Syst Mag, 7, 6, pp. 34-41, (1992)
[8]  
Quine B.M., Durrant-Whyte H.F., A fast autonomous star-acquisition algorithm for spacecraft, Control Eng Pract, 4, 12, pp. 1735-1740, (1996)
[9]  
Mortari D., A fast on-board autonomous attitude determination system based on a new star-ID technique for a wide FOV star tracker, Adv Astronaut Sci, 93, pp. 893-904, (1996)
[10]  
Padgett C., Kreutz-Delgado K., A grid algorithm for autonomous star identification, IEEE Trans Aerosp Electron Syst, 33, 1, pp. 202-213, (1997)