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The application of wavelet transformation in pulsar signal denoising | |
Liangquan Jia1,2![]() ![]() ![]() ![]() | |
2011 | |
Conference Name | 2011 International Conference on Transportation, Mechanical, and Electrical Engineering |
Source Publication | Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011 |
Pages | 2480-2483 |
Conference Date | December 16-18,2011 |
Conference Place | Changchun, China |
Publication Place | Piscataway, NJ 08855-1331, United States |
Publisher | IEEE Computer Society |
Contribution Rank | 1 |
Abstract | Pulsar signal is a non-stationary signal, its signal to noise ratio (SNR) is extremely low. As for the noise contaminated signal in pulsar observation, the contaminated pulsar signal characteristics were analyzed in this paper. The pulsar signal was deniosed by wavelet transform according to the frequency characteristics of pulsar signal and noise. The basic wavelet selection ǃ wavelet decomposition scale determination and threshold selection were also studied in this paper. The results show that the wavelet transform denoising algorithm can effectively eliminate the noise of pulsar signal, and improve its signal to noise ratio, while preserving the signal details. After wavelet transformation denoising, a better result can be achieved at lower Superposition of observation periods. |
Keyword | Wavelet Transform Denoising Pulsar Decomposition Scale Threshold |
Subject Area | 天文仪器、天文技术与数据 |
URL | 查看原文 |
Indexed By | EI |
Funding Project | 微波接收机技术实验室 |
Language | 英语 |
ISBN | 9781457717017 |
Document Type | 会议论文 |
Identifier | http://ir.xao.ac.cn/handle/45760611-7/389 |
Collection | 射电天文研究室_微波技术实验室 射电天文研究室 研究生学位论文 |
Corresponding Author | Liangquan Jia |
Affiliation | 1.Xinjiang astronomical observatory, Chinese Academy of Sciences, Xinjiang, China 2.Graduate school of china academy of sciences Beijing, China |
First Author Affilication | Xinjiang Astronomical Observatory, Chinese Academy of Sciences |
Corresponding Author Affilication | Xinjiang Astronomical Observatory, Chinese Academy of Sciences |
Recommended Citation GB/T 7714 | Liangquan Jia,Zhengwen Sun,Yong Chen,et al. The application of wavelet transformation in pulsar signal denoising[C]. Piscataway, NJ 08855-1331, United States:IEEE Computer Society,2011:2480-2483. |
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