Journal of Projectiles, Rockets, Missiles and Guidance >
A New Modeling Method and Filter Algorithm of SINS/GPS Integrated Navigation
Received date: 2011-06-24
Online published: 2025-05-29
To solve the problem of GPS unstable measurement in ballistic missile's integrated SINS/GPS guidance, considering factors such as fast variation drift, slow variation drift, digital platform angle error, etc, the error model of SINS on ballistic missile was built. A new novel innovation-based adaptive filter was designed to solve GPS unstable measurement. With the error model of measurement, AKF and SKF were applied to realize data fusion. The simulation results show that AKF has higher estimation accuracy and stronger robustness while the GPS has variable noise intensity.
Key words: ballistic missile; SINS/GPS integrated navigation; IAE filter
WANG Tao , WANG Xuemei . A New Modeling Method and Filter Algorithm of SINS/GPS Integrated Navigation[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2012 , 32(2) : 25 -28 . DOI: 10.15892/j.cnki.djzdxb.2012.02.018
| [1] | 肖龙旭, 王顺宏, 魏诗卉. 地地弹道导弹制导技术与命中精度[M]. 北京: 国防工业出版社, 2009: 270- 271. |
| [2] | 房建成, 宁晓琳. 天文导航原理及应用[M]. 北京: 北京航空航天大学出版社, 2006: 270– 273. |
| [3] | 王新国, 李爱华. 数据融合技术在 SINS/CNS/GPS 复合制导中的应用[J]. 系统仿真学报, 2009, 21 (10): 3062- 3065. |
| [4] | 秦永元, 张洪钺, 汪叔华. 卡尔曼滤波与组合导航原理[M]. 西安: 西北工业大学出版社, 1998: 283- 284. |
| [5] | Zhang gST, Wei X Y. Fuzzy adaptive Kalman filtering for DR/GPS[C] // IEEE International Conference on Machine Learning and Cybernetics, 2003: 2634- 2637. |
| [6] | 卞鸿巍, 金志华. 组合导航系统新息自适应卡尔曼滤波算法[J]. 上海交通大学学报, 2006, 40 (6): 1000– 1003. |
| [7] | Mohamed A H, Schwarz K P. Adaptive Kalman filtering for INS/GPS[J]. Journal of Geodesy, 1999, 73 (4): 193– 203. |
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