Denoising algorithm of pulsar signal based on EMD with kurtosis test window | |
其他题名 | 峰度检验加窗的EMD脉冲星信号消噪方法 |
Wang, Lu1; Li, Jianxun1,2; He, Tingting1 | |
作者部门 | 光电子学研究室 |
2017-06 | |
发表期刊 | Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics |
ISSN | 1001506X |
卷号 | 39期号:6页码:1208-1214 |
产权排序 | 2 |
摘要 | For the problem that pulsar signal and noise are aliasing on the intrinsic mode functions (IMF) during the empirical mode decomposition (EMD), a denoising method based on EMD with kurtosis test window is proposed. Firstly, the starting point for IMF refactoring is calculated by auto-correlation and cross-correlation. On that basis, the left and the right endpoints of the pulse part of signal from the former two IMFs of the starting point for refactoring are acquired by the local kurtosis test. Finally, the adaptive threshold method is used to remove noise and improve signal quality. The experimental results show that, compared with the other five methods, the proposed method has higher denoising performance, which can effectively eliminate the noises and retain the details in pulsar signal. © 2017, Editorial Office of Systems Engineering and Electronics. All right reserved. |
DOI | 10.3969/j.issn.1001-506X.2017.06.04 |
收录类别 | EI |
语种 | 中文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/29228 |
专题 | 光电子学研究室 |
作者单位 | 1.School of Automation and Information Engineering, Xi'an University of Technology, Xi'an; 710048, China 2.State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics of Chinese Academy of Sciences, Xi'an; 710119, China |
推荐引用方式 GB/T 7714 | Wang, Lu,Li, Jianxun,He, Tingting. Denoising algorithm of pulsar signal based on EMD with kurtosis test window[J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics,2017,39(6):1208-1214. |
APA | Wang, Lu,Li, Jianxun,&He, Tingting.(2017).Denoising algorithm of pulsar signal based on EMD with kurtosis test window.Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics,39(6),1208-1214. |
MLA | Wang, Lu,et al."Denoising algorithm of pulsar signal based on EMD with kurtosis test window".Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics 39.6(2017):1208-1214. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Denoising algorithm (3685KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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