Integrated Compensation Method of Three – axis Magnetometer Based on EKF Algorithm
Received date: 2018-11-19
Online published: 2025-05-20
孙欢 , 杨宾峰 , 吴昊 , 李驰 , 王润 . 基于EKF算法的三轴磁力仪一体化补偿方法[J]. 弹箭与制导学报, 2019 , 39(3) : 149 -154 . DOI: 10.15892/j.cnki.djzdxb.2019.03.033
Geomagnetic navigation has many advantages over traditional navigation methods because of its own concealment, autonomy and high robustness. In view of the current situation of frequent attitude change during flight, compared with the previous single modeling method, this paper introduces eddy current magnetic field for integrated modeling and uses EKF algorithm to compensate. The simulation results show that the integrated model with eddy current not only reduces the error amplitude significantly, but also effectively filters out the fluctuation caused by the eddy current magnetic field in the attitude compensation of the aircraft. It has higher and more stable compensation accuracy. The experimental results also prove the correctness of the simulation results.
| [1] | 黄学功, 王炅. 地磁信号检测系统误差分析与补偿方法研究[J]. 兵工学报, 2011 32 1: 33- 36. |
| [2] | 范淑瑞, 王晓峰, 张合. 基于最小二乘拟合的地磁场测量误差补偿方法[J]. 探测与控制学报, 2013 35 4: 40- 43. |
| [3] | 金海红, 吴东升, 田柳,等. 倾斜补偿式地磁传感器的设计与误差补偿方法[J]. 传感器与微系统, 2010 29 7: 33- 36. |
| [4] | 李季, 张琦, 潘孟春,等. 载体干扰磁场补偿方法[J]. 国防科技大学学报, 2013 35 3: 7- 11. |
| [5] | 王鹏. 水下地磁导航适配性研究[D].长沙:国防科学技术大学, 2014. |
| [6] | 胡小平. 水下地磁导航技术[M]. 北京:国防工业出版社, 2013: 4- 9. |
| [7] | 于振涛, 吕俊伟, 稽绍康. 基于椭球约束的载体三维磁场补偿方法. 哈尔滨工程大学学报, 2014, 35 6: 731- 734. |
| [8] | PANG Hongfeng, ZHANG Qi, LI Ji, et al. Improvement ofvector compensation method for vehicle magnetic distortionfield[J]. Journal of Magnetism and Magnetic Materials, 2014, 353: 1- 5. |
| [9] | XIANG C, BU X Z, QI KY. Eddy current magnetic fieldmodel of moving projectile based on geomagnetic gradientJ. Journal of Detection & Control, 2013, 35 2: 20- 24. |
| [10] | 郭才发, 胡正东, 张士峰,等. 地磁导航综述[J]. 宇航学报, 2009, 30 4: 1314- 1319. |
| [11] | WANG Y, ZHANG JY, ZHANG DW. Error analysisand algorithm validation of geomagnetic sensorJ. Applied Mechanics and Materials, 2015, 742: 21- 26. |
| [12] | GEBRE-EGZIABHER D, ELKAIM G H, POWELL JD, etal. A non-linear, two-step estimation algorithm for calibra-ting solid-state strapdown magnetometers[C] //IEEE/AIAA. Proceedings of the 8th International Conference onIntegrated Navigation Systems. [S. l.]: IEEE/AIAA, 2001: 290- 297. |
| [13] | GUO CF, LI AL, HONG C, et al. Algorithm for geo-magnetic navigation and its validity evaluation[C] //IEEE. Proceeding of 2011 IEEE International Conferenceon Computer Science and Automation Engineering. [S.l. ]: IEEE, 2011: 573– 577. |
| [14] | 赵国荣, 稽绍康, 杨飞,等. 磁场信号检测误差分析及补偿算法. 系统仿真技术, 2012, 8 2: 153– 157. |
| [15] | 杨宾峰, 樊博宇, 胥俊敏,等. 基于最小二乘的地磁场测量误差补偿技术[J]. 空军工程大学学报(自然科学版), 2017, 18 6: 34- 39. |
| [16] | 吴志添, 武元新, 胡小平,等. 基于总体最小二乘的捷联三轴磁力仪标定与地磁场测量误差补偿[J]. 兵工学报, 2012, 33 10: 1202- 1209. |
| [17] | 李驰, 杨宾峰, 樊博宇,等. 地磁导航中载体涡流干扰场特性的仿真分析[J]. 空军工程大学学报, 2018, 19 4: 65- 70. |
| [18] | 张晓明, 赵剡. 基于椭圆约束的新型载体磁场标定及补偿技术 仪器仪表学报, 2009, 30 11: 2438- 2443. |
/
| 〈 |
|
〉 |