[PDF][PDF] 压缩感知理论及其研究进展
石光明， 刘丹华， 高大化， 刘哲， 林杰， 王良君 - 电子学报, 2009 - ejournal.org.cn
信号采样是联系模拟信源和数字信息的桥梁. 人们对信息的巨量需求造成了信号采样,
传输和存储的巨大压力. 如何缓解这种压力又能有效提取承载在信号中的有用信息是信号与信息 …
传输和存储的巨大压力. 如何缓解这种压力又能有效提取承载在信号中的有用信息是信号与信息 …
Compressed sensing for wireless communications: Useful tips and tricks
As a paradigm to recover the sparse signal from a small set of linear measurements,
compressed sensing (CS) has stimulated a great deal of interest in recent years. In order to …
compressed sensing (CS) has stimulated a great deal of interest in recent years. In order to …
Channel estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave communications
We propose an efficient open-loop channel estimator for a millimeter-wave (mm-wave)
hybrid multiple-input multiple-output (MIMO) system consisting of radio-frequency (RF) …
hybrid multiple-input multiple-output (MIMO) system consisting of radio-frequency (RF) …
[图书][B] An invitation to compressive sensing
This first chapter formulates the objectives of compressive sensing. It introduces the
standard compressive problem studied throughout the book and reveals its ubiquity in many …
standard compressive problem studied throughout the book and reveals its ubiquity in many …
[图书][B] Compressed sensing: theory and applications
YC Eldar, G Kutyniok - 2012 - books.google.com
Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in
electrical engineering, applied mathematics, statistics and computer science. This book …
electrical engineering, applied mathematics, statistics and computer science. This book …
Image super-resolution via sparse representation
This paper presents a new approach to single-image superresolution, based upon sparse
signal representation. Research on image statistics suggests that image patches can be well …
signal representation. Research on image statistics suggests that image patches can be well …
Robust face recognition via sparse representation
We consider the problem of automatically recognizing human faces from frontal views with
varying expression and illumination, as well as occlusion and disguise. We cast the …
varying expression and illumination, as well as occlusion and disguise. We cast the …
A compressive sensing-based approach to end-to-end network traffic reconstruction
Estimation of end-to-end network traffic plays an important role in traffic engineering and
network planning. The direct measurement of a network's traffic matrix consumes large …
network planning. The direct measurement of a network's traffic matrix consumes large …
Compressed sensing with coherent and redundant dictionaries
This article presents novel results concerning the recovery of signals from undersampled
data in the common situation where such signals are not sparse in an orthonormal basis or …
data in the common situation where such signals are not sparse in an orthonormal basis or …