²é¿´: 269  |  »Ø¸´: 2
±¾Ìû²úÉú 1 ¸ö £¬µã»÷ÕâÀï½øÐв鿴

lieut1983

гæ (³õÈëÎÄ̳)

[ÇóÖú] ÇóһƪÎÄÕµÄEIºÅ

Signal denoising method based on matrix rank minimization and statistical modification

» ²ÂÄãϲ»¶

ÏòÃÎÏë³å´Ì
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

fatewu

Ö÷¹ÜÇø³¤ (ÎÄ̳¾«Ó¢)

Сľ³æÀËÂþÌåÑéʦ~\(^o^)/~

ÓÅÐãÇø³¤ÓÅÐãÇø³¤ÓÅÐãÇø³¤ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷

¡¾´ð°¸¡¿Ó¦Öú»ØÌû

¡ï ¡ï ¡ï ¡ï ¡ï
¸Ðл²ÎÓ룬ӦÖúÖ¸Êý +1
lieut1983: ½ð±Ò+5 2015-10-08 14:15:47
lazy½õϪ: LS-EPI+1, ¸ÐлӦÖú 2015-10-08 17:11:46
Accession number:  
20153801299470
¡¾»¯Ñ§»¯¹¤Çø»¶Ó­Äú£¬Ð¡³¿»¶Ó­Äú~\(^o^)/~¡¿ºÎÒÔÆ®ÁãÈ¥£¬ºÎÒÔÉÙÍÅèºÎÒÔ±ðÀë¾Ã£¬ºÎÒÔ²»µÃ°²~\(^o^)/~×ß×Ô¼ºµÄ·£¬ÏàÐÅÒ»ÇнÔÓпÉÄÜ£¡
2Â¥2015-10-08 13:50:35
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

fatewu

Ö÷¹ÜÇø³¤ (ÎÄ̳¾«Ó¢)

Сľ³æÀËÂþÌåÑéʦ~\(^o^)/~

ÓÅÐãÇø³¤ÓÅÐãÇø³¤ÓÅÐãÇø³¤ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷

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.
¡¾»¯Ñ§»¯¹¤Çø»¶Ó­Äú£¬Ð¡³¿»¶Ó­Äú~\(^o^)/~¡¿ºÎÒÔÆ®ÁãÈ¥£¬ºÎÒÔÉÙÍÅèºÎÒÔ±ðÀë¾Ã£¬ºÎÒÔ²»µÃ°²~\(^o^)/~×ß×Ô¼ºµÄ·£¬ÏàÐÅÒ»ÇнÔÓпÉÄÜ£¡
3Â¥2015-10-08 13:52:21
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
Ïà¹Ø°æ¿éÌø×ª ÎÒÒª¶©ÔÄÂ¥Ö÷ lieut1983 µÄÖ÷Ìâ¸üÐÂ
×î¾ßÈËÆøÈÈÌûÍÆ¼ö [²é¿´È«²¿] ×÷Õß »Ø/¿´ ×îºó·¢±í
[¿¼ÑÐ] 291 Çóµ÷¼Á +4 »¯¹¤2026½ì±ÏÒµÉ 2026-03-21 5/250 2026-03-23 16:46 by »¯¹¤2026½ì±ÏÒµÉ
[¿¼ÑÐ] 307Çóµ÷¼Á +3 ÓàÒâÇä 2026-03-21 3/150 2026-03-23 10:32 by Iveryant
[¿¼ÑÐ] Ò»Ö¾Ô¸070300Õã´ó»¯Ñ§358·Ö£¬Çóµ÷¼Á£¡ +4 ËÖËÖÓã.. 2026-03-21 4/200 2026-03-23 08:12 by Iveryant
[¿¼ÑÐ] Ò»Ö¾Ô¸ÖÐÄÏ´óѧ»¯Ñ§Ñ§Ë¶0703×Ü·Ö337Çóµ÷¼Á +4 niko- 2026-03-22 4/200 2026-03-23 07:56 by Iveryant
[¿¼ÑÐ] 310Çóµ÷¼Á +4 baibai1314 2026-03-16 4/200 2026-03-22 20:19 by edmund7
[¿¼ÑÐ] ²ÄÁÏÓ뻯¹¤085600£¬×Ü·Ö304£¬±¾¿ÆÓÐÁ½Æªsci²ÎÓ룬Çóµ÷¼Á +4 ÐÒÔ˵Ľ´½´ 2026-03-22 5/250 2026-03-22 20:15 by edmund7
[¿¼ÑÐ] 319Çóµ÷¼Á +4 СÁ¦Æøçæçæ 2026-03-20 4/200 2026-03-22 15:53 by ColorlessPI
[¿¼ÑÐ] 269ר˶Çóµ÷¼Á +6 ½ð¶÷±´ 2026-03-21 6/300 2026-03-22 14:31 by ColorlessPI
[¿¼ÑÐ] ¿¼Ñе÷¼Á +4 À´ºÃÔËÀ´À´À´ 2026-03-21 4/200 2026-03-22 12:15 by ÐÇ¿ÕÐÇÔÂ
[¿¼ÑÐ] 0856²ÄÁÏר˶353Çóµ÷¼Á +4 NIFFFfff 2026-03-20 4/200 2026-03-22 09:49 by 2026paper
[¿¼ÑÐ] ²ÄÁÏѧѧ˶080502 337Çóµ÷¼Á-Ò»Ö¾Ô¸»ªÖпƼ¼´óѧ +4 ˳˳˳mr 2026-03-18 5/250 2026-03-21 10:22 by luoyongfeng
[¿¼ÑÐ] 085601µ÷¼Á 358·Ö +3 zzzzggh 2026-03-20 4/200 2026-03-21 10:21 by luoyongfeng
[¿¼ÑÐ] 265Çóµ÷¼Á +9 ÁºÁºÐ£Ð£ 2026-03-17 9/450 2026-03-21 02:17 by JourneyLucky
[¿¼ÑÐ] Ò»Ö¾Ô¸ÄÏÀí¹¤085701»·¾³302Çóµ÷¼ÁԺУ +3 ¿ûè÷ÎÀ¶Ó 2026-03-20 3/150 2026-03-20 19:28 by zhukairuo
[¿¼ÑÐ] ¹ãÎ÷´óѧ¼ÒÇÝÒÅ´«ÓýÖÖ¿ÎÌâ×é2026Äê˶ʿÕÐÉú£¨½ÓÊÕ¼ÆËã»úרҵµ÷¼Á£© +3 123°¢±ê 2026-03-17 3/150 2026-03-20 15:58 by ·ÉÐÐçù
[ÂÛÎÄͶ¸å] ÉêÇë»Ø¸åÑÓÆÚÒ»¸öÔ£¬±à¼­Í¬ÒâÁË¡£µ«ÏµÍ³ÉϵÄʱ¼äû±ä£¬¸ø±à¼­ÓÖдÓʼþÁË£¬Ã»»Ø¸´ 10+3 wangf9518 2026-03-17 4/200 2026-03-19 23:55 by babero
[¿¼ÑÐ] 0703»¯Ñ§µ÷¼Á +5 pupcoco 2026-03-17 8/400 2026-03-19 13:58 by houyaoxu
[¿¼ÑÐ] Ò»Ö¾Ô¸¸£´ó288Óлú»¯Ñ§£¬Çóµ÷¼Á +3 Сľ³æ200408204 2026-03-18 3/150 2026-03-19 13:31 by houyaoxu
[¿¼ÑÐ] ±¾¿ÆÖ£ÖÝ´óѧÎïÀíѧԺ£¬Ò»Ö¾Ô¸»ª¿Æ070200ѧ˶£¬346Çóµ÷¼Á +4 ÎÒ²»ÊÇÒ»¸ù´Ð 2026-03-18 4/200 2026-03-19 09:11 by ¸¡ÔÆ166
[¿¼ÑÐ] ÓÐûÓеÀÌú/ÍÁľµÄÏëµ÷¼ÁÄÏÁÖ£¬¸ø×Ô¼ºÕÐʦµÜÖС« +3 TqlXswl 2026-03-16 7/350 2026-03-17 15:23 by TqlXswl
ÐÅÏ¢Ìáʾ
ÇëÌî´¦ÀíÒâ¼û