| 基于二维经验模态分解的地磁基准图制备边界补偿方法 |
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| 引用本文： | 赵玉新,常帅,李旺.基于二维经验模态分解的地磁基准图制备边界补偿方法[J].地球科学,2014,39(11):1617-1624. |
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| 作者姓名： | 赵玉新 常帅 李旺 |
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| 作者单位： | 哈尔滨工程大学自动化学院, 黑龙江哈尔滨 150001 |
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| 基金项目： | 国家自然科学基金(No．51379049)；中央高校基础科研业务费专项资金资助(No．HEUCFX41302)． |
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| 摘 要： | 针对采用矩谐分析方法构建地磁基准图的边界震荡问题, 提出一种基于二维经验模态分解的区域地磁异常数据边界补偿方法.采用二维经验模态分解方法对区域地磁异常数据进行多尺度分解, 对分解所得小尺度本征模态函数分量, 利用总体Hilbert变换法进行瞬时频率和瞬时幅值特征提取, 通过自采样和特征匹配进行边界补偿; 将大尺度分量之和作为趋势项, 利用三角函数方法建立模型并计算边界之外的大尺度磁异常值.实验证明, 相比当前已有方法, 可以更加有效地抑制对区域地磁异常数据进行矩谐分析的边界震荡问题, 稳定提高构建地磁基准图的准确性.
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| 关 键 词： | 地磁异常场 矩谐模型 二维经验模态分解 总体Hilbert变换 边界补偿 地球物理 |
| 收稿时间： | 2014-02-24 |
Boundary Compensation Approacg in Geomagnetic Map Preparation Based on BEMD |
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| Zhao Yuxin
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Chang Shuai
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Li Wang.Boundary Compensation Approacg in Geomagnetic Map Preparation Based on BEMD[J].Earth Science-Journal of China University of Geosciences,2014,39(11):1617-1624. |
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| Authors: | Zhao Yuxin Chang Shuai Li Wang |
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| Abstract: | A boundary compensation method based on bi-dimensional empirical mode decomposition (BEMD) is proposed in this paper to address the boundary effect in preparation of geomagnetic navigation reference map. The local geomagnetic anomaly data are firstly decomposed into components with different scales with BEMD; then for small scale ones instant amplitude and frequency are computed with total Hilbert transform, and the boundary is compensated with self-sampling and feature-matching; whereas for the large scale ones, trigonometric function model is conducted and used to compute the values outside the boundary. After the compensation of local dataset, rectangular harmonic model is used to prepare geomagnetic map. Experimental results indicate that BEMD method could better compress the boundary effect of rectangular harmonic analysis, and improve the mapping precision steadily in comparison with other existing methods. |
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| Keywords: | geomagnetic anomaly field rectangular harmonic model bi-dimensional empirical mode decomposition (BEMD) total Hilbert transform boundary compensation geophysics |
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