JIANG Dan, DENG Xin-pu, WU Jing, et al. Application of geometric extended Kalman filtering algorithm in satellite attitude determination system[J]. 2016, 35(9): 156-160.
JIANG Dan, DENG Xin-pu, WU Jing, et al. Application of geometric extended Kalman filtering algorithm in satellite attitude determination system[J]. 2016, 35(9): 156-160. DOI: 10.13873/J.1000-9787(2016)09-0156-05.
Kalman filtering is widely used in satellite attitude determination because of its good performance.The classical EKF algorithm represents the estimated error vector in the estimated attitude coordinate system
because there is no consideration to estimate the deviation between the attitude coordinate system and the true attitude coordinate system
which leads to decrease of attitude estimation precision.To solve this problem
Andrle M S introduces error consistent represent method through geometric transformation
and on this basis
he proposes GEKF algorithm attitude error quaternion and gyro drift increment through geometric transformation of consistency representation
solve the problem that estimate error vector representation is not consistent.The principle of error consistency representation is introduced
and apply GEKF algorithm to gyro model with constant drift and time drift.Simulation experiments show that the GEKF algorithm is more accurate than MEKF on gyro drift estimation
and filtering precision is improved significantly.
Nonsingular Attitude Filtering Using Modified Rodrigues Parameters [J] . Christopher D. Karlgaard,Hanspeter Schaub. The Journal of the Astronautical Sciences . 2009 (4)