SIA OpenIR  > 机器人学研究室
Block-sparse compressed sensing with partially known signal support via non-convex minimisation
He, Shiying; Wang Y(王尧); Wang JJ(王建军); Xu ZB(徐宗本)
Department机器人学研究室
Source PublicationIET Signal Processing
ISSN1751-9675
2016
Volume10Issue:7Pages:717-723
Indexed BySCI ; EI
EI Accession number20163602782756
WOS IDWOS:000383538300002
Contribution Rank1
Funding OrganizationNational Natural Science Foundation of China under Grant Nos. 11501440, 61273020
AbstractThe mixed l2/lp(0 2/lpminimisation from reduced number of measurements by applying the partially known support. The authors also derive a lower bound on necessary random Gaussian measurements for the p-RIP conditions to hold with high possibility. Finally, a series of numerical experiments are carried out to illustrate that fewer measurements with smaller p are needed to reconstruct the signal.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectEngineering, Electrical & Electronic
WOS KeywordRECOVERY ; RECONSTRUCTION
WOS Research AreaEngineering
Citation statistics
Cited Times:5[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/19187
Collection机器人学研究室
Corresponding AuthorWang Y(王尧)
Affiliation1.School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China
2.State Key laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China
3.School of Mathematics and Statistics, Southwest University, Beibei, Chongqing, China
Recommended Citation
GB/T 7714
He, Shiying,Wang Y,Wang JJ,et al. Block-sparse compressed sensing with partially known signal support via non-convex minimisation[J]. IET Signal Processing,2016,10(7):717-723.
APA He, Shiying,Wang Y,Wang JJ,&Xu ZB.(2016).Block-sparse compressed sensing with partially known signal support via non-convex minimisation.IET Signal Processing,10(7),717-723.
MLA He, Shiying,et al."Block-sparse compressed sensing with partially known signal support via non-convex minimisation".IET Signal Processing 10.7(2016):717-723.
Files in This Item: Download All
File Name/Size DocType Version Access License
Block-sparse compres(507KB)期刊论文作者接受稿开放获取ODC PDDLView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[He, Shiying]'s Articles
[Wang Y(王尧)]'s Articles
[Wang JJ(王建军)]'s Articles
Baidu academic
Similar articles in Baidu academic
[He, Shiying]'s Articles
[Wang Y(王尧)]'s Articles
[Wang JJ(王建军)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[He, Shiying]'s Articles
[Wang Y(王尧)]'s Articles
[Wang JJ(王建军)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Block-sparse compressed sensing with partially known signal support via non-convex minimisation.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.