On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices

doi:10.1109/LSP.2015.2414951

	On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices
	Junjie Ma 1; Xiaojun Yuan2 ; Li Ping 1
	2015-10
发表期刊	IEEE SIGNAL PROCESSING LETTERS (IF:3.2[JCR-2023],3.4[5-Year])
ISSN	1070-9908
卷号	22 期号:10 页码:1580-1584
发表状态	已发表
DOI	10.1109/LSP.2015.2414951
摘要	This letter is on the performance of the turbo signal recovery (TSR) algorithm for partial discrete Fourier transform (DFT) matrices based compressed sensing. Based on state evolution analysis, we prove that TSR with a partial DFT sensing matrix outperforms the well-known approximate message passing (AMP) algorithm with an independent identically distributed (IID) sensing matrix.
关键词	AMP partial DFT signal recovery state evolution turbo compressed sensing
URL	查看原文
收录类别	SCI ; EI
语种	英语
资助项目	National Natural Science Foundation of China[61471241]
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000352291500002
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI入藏号	20151500734328
EI主题词	Algorithms ; Compressed sensing ; Discrete Fourier transforms ; Message passing ; Recovery
EI分类号	Metallurgy and Metallography:531 ; Information Theory and Signal Processing:716.1 ; Computer Software, Data Handling and Applications:723 ; Mathematics:921 ; Mathematical Transformations:921.3
原始文献类型	Article
来源库	IEEE
引用统计	正在获取...
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/2130
专题	信息科学与技术学院信息科学与技术学院_PI研究组_袁晓军组
作者单位	1.Department of Electronic Engineering, City University of Hong Kong, Hong Kong, SAR, China 2.School of Information Science and Technology, ShanghaiTech University, China
推荐引用方式 GB/T 7714	Junjie Ma,Xiaojun Yuan,Li Ping. On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices[J]. IEEE SIGNAL PROCESSING LETTERS,2015,22(10):1580-1584.
APA	Junjie Ma,Xiaojun Yuan,&Li Ping.(2015).On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices.IEEE SIGNAL PROCESSING LETTERS,22(10),1580-1584.
MLA	Junjie Ma,et al."On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices".IEEE SIGNAL PROCESSING LETTERS 22.10(2015):1580-1584.