MGNC系统实时快速组合导航新算法

盛 蔚; 谭丽伟

MGNC系统实时快速组合导航新算法

盛蔚,
谭丽伟

北京航空航天大学仪器科学与光电工程学院, 北京 100191

基金项目: 国家自然科学基金重点项目(60736025);国家自然科学基金面上项目(60602047)

详细信息

作者简介:
盛蔚(1972-),女,陕西西安人,副教授,shengwei@ buaa.edu.cn.

中图分类号: V 249.32
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出版历程
- 收稿日期: 2008-05-22
- 网络出版日期: 2009-06-30

Fast data fusion method for MGNC integrated navigation system

School of Instrument Science and Opto-electronics Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

摘要

摘要: 微小型导航制导控制系统MGNC(Micro Guidance Navigation and Control)传感器多,且数据处理能力有限,为实时提供导航结果,传统上采用降维滤波提高实时性,但这样会造成精度损失.为保证不减少滤波状态量,不损失精度,针对捷联和滤波特点提出一种新的实时解算方法:在捷联解算中以直接递推求解方向余弦矩阵代替以四元数为中间变量进行的间接求解;在滤波计算中用序贯方法处理量测修正值,避免复杂的矩阵求逆;采用稀疏矩阵三元组法,应用于协方差阵计算,减少乘法次数.仿真和实验证明改进算法对计算精度没有损失,且滤波计算时间比原算法减少了34.50%,显著提高了MGNC系统的实时性、鲁棒性和实用性.
- 组合导航 /
- 实时性 /
- 方向余弦矩阵 /
- 序贯方法 /
- 稀疏矩阵
Abstract: To reduce the computation time of the integrated navigation, an improved algorithm was proposed without model state vector reduction for the micro guidance navigation and control (MGNC) system. The direction cosine matrix was deserved by iterative computation instead of using quaternion as an intermediary. The measurement correction was processed one by one to avoid computing the matrix reciprocal. A triple elements method was proposed based on the sparseness of the transformation matrix while calculating the covariance matrix forecast equation. Mathematical simulation and experiment show that the improved algorithm can provide the same accuracy as the traditional method for navigation and can reduce the filtering calculation time by 34.50%. The method can improve the robustness of the MGNC system and is quite useful in practical application．
- integrated navigation /
- real time /
- the direction cosine matrix /
- iterative computation /
- sparse matrix

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参考文献(1)

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