Infrared and Laser Engineering, Volume. 46, Issue 10, 1017002(2017)
Calibration method of optical errors for star sensor based on particle swarm optimization algorithm
Aiming at the problem that the calibration result of two-step calibration method for star sensor optical error depends on the initial value too much, a modified calibration method was proposed based on particle swarm optimization (PSO) algorithm. Taking advantage of the global searching ability of PSO algorithm, a set of suboptimal initial value for two-step calibration of optical errors was provided via optimization. In sequence, the two-step calibration method was utilized to obtain the final calibration result. Numerical simulations demonstrate the effectiveness of the proposed method in overcoming the shortages that two-step calibration method is heavily influenced by initial values as well as the improvement of the stability of the calibration.
Get Citation
Copy Citation Text
Zhang Yao, Wang Hongli, Lu Jinghui, He Yiyang, Jiang Wei. Calibration method of optical errors for star sensor based on particle swarm optimization algorithm[J]. Infrared and Laser Engineering, 2017, 46(10): 1017002
Category: 光电测量
Received: Feb. 10, 2017
Accepted: Mar. 20, 2017
Published Online: Nov. 27, 2017
The Author Email: