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基于轮廓匹配改进的地磁匹配算法OA

Improved Geomagnetic Matching Algorithm Based on Contour Matching

中文摘要英文摘要

为解决磁轮廓匹配(magnetic contour matching,MAGCOM)算法缺乏灵活性等问题,提出一种迭代改进的轮廓匹配(iterative contour matching,ICM)的地磁导航方法.采用粗精结合匹配,粗匹配阶段,改进搜索策略,以平均绝对差(mean absolute difference,MAD)为相关度量,进行粗匹配.在粗匹配结果的基础上,约束等值线,迭代缩小搜索域,抑制惯导误差累积.仿真结果表明:在一定噪声水平下,该算法的定位误差控制在 200 m内.

In order to improve the flexibility of the magnetic contour matching(MAGCOM)algorithm,an iteratively improved contour matching(ICM)method is proposed for geomagnetic navigation.In the coarse matching stage,the search strategy is improved,and the mean absolute difference(MAD)is used as the correlation metric for coarse matching.On the basis of the coarse matching results,the contours are constrained,the search domain is reduced iteratively,and the accumulation of ins errors is restrained.The simulation results show that the positioning error of the algorithm is controll ed within 200 m under a certain noise level.

程永航;周勇

中国兵器装备集团自动化研究所有限公司无人机事业部,四川 绵阳 621000中国兵器装备集团自动化研究所有限公司无人机事业部,四川 绵阳 621000

天文与地球科学

轮廓匹配迭代等值线约束MAD克里金插值

contour matchingiterationcontour constraintMADKriging interpolation

《兵工自动化》 2026 (5)

13-18,6

10.7690/bgzdh.2026.05.004

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