| 查看: 255 | 回复: 2 | |||||
| 本帖产生 1 个 ，点击这里进行查看 | |||||
lieut1983新虫 (初入文坛)
|
[求助]
求一篇文章的EI号
|
||||
| Signal denoising method based on matrix rank minimization and statistical modification |
回复此楼» 猜你喜欢
同年申请2项不同项目，第1个项目里不写第2个项目的信息，可以吗
已经有6人回复
-
依托企业入选了国家启明计划青年人才。有无高校可以引进的。
已经有6人回复
-
依托企业入选了国家启明计划青年人才。有无高校可以引进的。
已经有10人回复
-
天津大学招2026.09的博士生，欢迎大家推荐交流（博导是本人）
已经有9人回复
-
有院领导为了换新车，用横向课题经费买了俩车
已经有10人回复
-
遇见不省心的家人很难过
已经有24人回复
-
AI 太可怕了，写基金时，提出想法，直接生成的文字比自己想得深远，还有科学性
已经有6人回复
-
酰胺脱乙酰基
已经有13人回复
-
有时候真觉得大城市人没有县城人甚至个体户幸福
已经有10人回复
fatewu
主管区长 (文坛精英)
小木虫浪漫体验师~\(^o^)/~
-
专家经验: +790 - 应助: 521 (博士)
- 贵宾: 19.629
- 金币: 19727
- 散金: 169099
- 红花: 648
- 沙发: 2558
- 帖子: 43959
- 在线: 6049.8小时
- 虫号: 3063713
- 注册: 2014-03-17
- 专业: 未来学
- 管辖: 化学化工区
【答案】应助回帖
★ ★ ★ ★ ★
感谢参与，应助指数 +1
lieut1983: 金币+5 2015-10-08 14:15:47
lazy锦溪: LS-EPI+1, 感谢应助 2015-10-08 17:11:46
感谢参与，应助指数 +1
lieut1983: 金币+5 2015-10-08 14:15:47
lazy锦溪: LS-EPI+1, 感谢应助 2015-10-08 17:11:46
|
Accession number: 20153801299470 |
2楼2015-10-08 13:50:35
fatewu
主管区长 (文坛精英)
小木虫浪漫体验师~\(^o^)/~
-
专家经验: +790 - 应助: 521 (博士)
- 贵宾: 19.629
- 金币: 19727
- 散金: 169099
- 红花: 648
- 沙发: 2558
- 帖子: 43959
- 在线: 6049.8小时
- 虫号: 3063713
- 注册: 2014-03-17
- 专业: 未来学
- 管辖: 化学化工区
|
Title: Signal denoising method based on matrix rank minimization and statistical modification Authors: Li, Wen-Feng1, 2; Xu, Ai-Qiang1 Email author 253710081@qq.com; Dai, Hao-Min1; Wang, Feng3 Author affiliation: 1 Research Department, Naval Aeronautical and Astronautical University, Yantai, China 2 No. 92635 Unit of PLA, Qingdao, China 3 No. 91206 Unit of PLA, Naval Aeronautical and Astronautical University, Qingdao, China Corresponding author: Xu, Ai-Qiang Source title: Zhendong yu Chongji/Journal of Vibration and Shock Abbreviated source title: J Vib Shock Volume: 34 Issue: 15 Issue date: August 15, 2015 Publication year: 2015 Pages: 38-44 Language: Chinese ISSN: 10003835 Document type: Journal article (JA) Publisher: Chinese Vibration Engineering Society Abstract: Aiming at the selection problem of effective ranks in singular value decomposition for signal denoising, a signal denoising method based on matrix rank minimization and statistical modification was proposed. Firstly, the effective rank selection problem of singular value decomposition was transformed into a constrained optimization problem of rank by using the matrix rank minimization theory. Secondly, Hankel matrix of a clean signal was obtained with a convex optimization to realize the first noise reduction. At last, the statistical correction was performed for the clean signal's Hankel matrix with subset standard deviation of a singular value to further optimize the noise reduction effect. The simulated signal and real signal test results showed that the method can effectively eliminate pulse noise and Gaussian noise; at the same time, the method can reduce the maximum signal mean square error and improve the signal-to-noise ratio; so the method can enhance the universality of singular value decomposition in signal denoising. ©, 2015, Chinese Vibration Engineering Society. All right reserved. Number of references: 15 Main heading: Signal denoising Controlled terms: Constrained optimization - Convex optimization - Gaussian noise (electronic) - Matrix algebra - Mean square error - Optimization - Perturbation techniques - Signal processing - Signal to noise ratio - Singular value decomposition - Statistics Uncontrolled terms: Constrained optimi-zation problems - Matrix perturbation theory - Matrix rank minimizations - Noise reduction effect - Selection problems - Simulated signals - Singular values - Standard deviation Classification code: 713 Electronic Circuits - 716 Telecommunication; Radar, Radio and Television - 716.1 Information Theory and Signal Processing - 921 Mathematics - 922.2 Mathematical Statistics - 961 Systems Science DOI: 10.13465/j.cnki.jvs.2015.15.008 Database: Compendex Compilation and indexing terms, © 2015 Elsevier Inc. |
3楼2015-10-08 13:52:21