Keyword : compressed sensing


Recovery Performance of IHT and HTP Algorithms under General Perturbations
Xiaobo ZHANG Wenbo XU Yupeng CUI Jiaru LIN 
Publication:   
Publication Date: 2018/10/01
Vol. E101-A  No. 10 ; pp. 1698-1702
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingmatrix perturbationIHT algorithmHTP algorithmrestricted isometry property
 Summary | Full Text:PDF(403.7KB)

Adaptive Beamforming Based on Compressed Sensing with Gain/Phase Uncertainties
Bin HU Xiaochuan WU Xin ZHANG Qiang YANG Di YAO Weibo DENG 
Publication:   
Publication Date: 2018/08/01
Vol. E101-A  No. 8 ; pp. 1257-1262
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
digital beamformingcompressed sensinggain/phase uncertaintiesdictionary optimizationtotal least squares algorithm
 Summary | Full Text:PDF(514.5KB)

Sparse High-Noise GPS Trajectory Data Compression and Recovery Based on Compressed Sensing
Guan YUAN Mingjun ZHU Shaojie QIAO Zhixiao WANG Lei ZHANG 
Publication:   
Publication Date: 2018/05/01
Vol. E101-A  No. 5 ; pp. 811-821
Type of Manuscript:  PAPER
Category: Mobile Information Network and Personal Communications
Keyword: 
GPS trajectoryhigh noisetrajectory compressiontrajectory recoverycompressed sensing
 Summary | Full Text:PDF(1.6MB)

Approximate-DCT-Derived Measurement Matrices with Row-Operation-Based Measurement Compression and its VLSI Architecture for Compressed Sensing
Jianbin ZHOU Dajiang ZHOU Takeshi YOSHIMURA Satoshi GOTO 
Publication:   
Publication Date: 2018/04/01
Vol. E101-C  No. 4 ; pp. 263-272
Type of Manuscript:  Special Section PAPER (Special Section on Solid-State Circuit Design — Architecture, Circuit, Device and Design Methodology)
Category: 
Keyword: 
compressed sensingapproximate DCTmeasurement codingmeasurement matrixintra predictionVLSI architectureCMOS image sensor
 Summary | Full Text:PDF(2.4MB)

Multiple Matrix Rank Minimization Approach to Audio Declipping
Ryohei SASAKI Katsumi KONISHI Tomohiro TAKAHASHI Toshihiro FURUKAWA 
Publication:   
Publication Date: 2018/03/01
Vol. E101-D  No. 3 ; pp. 821-825
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
audio declippingsignal resortorationswitched AR modelsparse optimizationcompressed sensing
 Summary | Full Text:PDF(210.5KB)

Performance Evaluation of Finite Sparse Signals for Compressed Sensing Frameworks
Jin-Taek SEONG 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 531-534
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
compressed sensingfinite fieldssignal recoveryprobabilistic decoding
 Summary | Full Text:PDF(156.8KB)

Framework and VLSI Architecture of Measurement-Domain Intra Prediction for Compressively Sensed Visual Contents
Jianbin ZHOU Dajiang ZHOU Li GUO Takeshi YOSHIMURA Satoshi GOTO 
Publication:   
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 2869-2877
Type of Manuscript:  Special Section PAPER (Special Section on VLSI Design and CAD Algorithms)
Category: 
Keyword: 
compressed sensingintra predictionstructured measurement matrixmeasurement-domain prediction
 Summary | Full Text:PDF(3.2MB)

A Novel Robust Adaptive Beamforming Algorithm Based on Total Least Squares and Compressed Sensing
Di YAO Xin ZHANG Qiang YANG Weibo DENG 
Publication:   
Publication Date: 2017/12/01
Vol. E100-A  No. 12 ; pp. 3049-3053
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
covariance matrix constructionarray steering vector estimationcompressed sensingtotal least squares
 Summary | Full Text:PDF(469.7KB)

Toward Large-Pixel Number High-Speed Imaging Exploiting Time and Space Sparsity
Naoki NOGAMI Akira HIRABAYASHI Takashi IJIRI Jeremy WHITE 
Publication:   
Publication Date: 2017/06/01
Vol. E100-A  No. 6 ; pp. 1279-1285
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
high-speed camerasparsitycompressed sensingimage completionconvex optimization
 Summary | Full Text:PDF(1.9MB)

Compressed Cooperation in Amplify-and-Forward Relay Channels
Wenbo XU Yifan WANG Yibing GAI Siye WANG Jiaru LIN 
Publication:   
Publication Date: 2017/04/01
Vol. E100-B  No. 4 ; pp. 586-593
Type of Manuscript:  PAPER
Category: Wireless Communication Technologies
Keyword: 
amplify-and-forward relaycompressed sensingcompressed cooperationdecoding
 Summary | Full Text:PDF(1.4MB)

Link Quality Information Sharing by Compressed Sensing and Compressed Transmission for Arbitrary Topology Wireless Mesh Networks
Hiraku OKADA Shuhei SUZAKI Tatsuya KATO Kentaro KOBAYASHI Masaaki KATAYAMA 
Publication:   
Publication Date: 2017/03/01
Vol. E100-B  No. 3 ; pp. 456-464
Type of Manuscript:  PAPER
Category: Terrestrial Wireless Communication/Broadcasting Technologies
Keyword: 
wireless mesh networklink qualityinformation sharingcompressed sensingdiffusion wavelets
 Summary | Full Text:PDF(1.5MB)

A Novel Compressed Sensing-Based Channel Estimation Method for OFDM System
Liping XIAO Zhibo LIANG Kai LIU 
Publication:   
Publication Date: 2017/01/01
Vol. E100-A  No. 1 ; pp. 322-326
Type of Manuscript:  LETTER
Category: Communication Theory and Signals
Keyword: 
compressed sensingchannel estimationmultipath matching pursuitOFDM
 Summary | Full Text:PDF(215.2KB)

Measurement Matrices Construction for Compressed Sensing Based on Finite Field Quasi-Cyclic LDPC Codes
Hua XU Hao YANG Wenjuan SHI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/11/01
Vol. E99-B  No. 11 ; pp. 2332-2339
Type of Manuscript:  PAPER
Category: Fundamental Theories for Communications
Keyword: 
compressed sensingmutual coherencefinite field QC-LDPC codescompression ratio
 Summary | Full Text:PDF(963.2KB)

Sparse-Graph Codes and Peeling Decoder for Compressed Sensing
Weijun ZENG Huali WANG Xiaofu WU Hui TIAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/09/01
Vol. E99-A  No. 9 ; pp. 1712-1716
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingsparse sensing matricessparse-graph codespeeling decoder
 Summary | Full Text:PDF(265.7KB)

Compressed Sensing for Range-Resolved Signal of Ballistic Target with Low Computational Complexity
Wentao LV Jiliang LIU Xiaomin BAO Xiaocheng YANG Long WU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/06/01
Vol. E99-A  No. 6 ; pp. 1238-1242
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
ballistic targetrange-resolved signalrange resolutioncompressed sensinggreedy algorithm
 Summary | Full Text:PDF(167.9KB)

A Family of Codebooks with Nearly Optimal Set Size
Cuiling FAN Rong LUO Xiaoni DU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/05/01
Vol. E99-A  No. 5 ; pp. 994-997
Type of Manuscript:  LETTER
Category: Coding Theory
Keyword: 
codebooksignal setLevenstein boundCDMAcompressed sensing
 Summary | Full Text:PDF(87.2KB)

Multi-Target Localization Based on Sparse Bayesian Learning in Wireless Sensor Networks
Bo XUE Linghua ZHANG Yang YU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/05/01
Vol. E99-B  No. 5 ; pp. 1093-1100
Type of Manuscript:  PAPER
Category: Network
Keyword: 
multi-target localizationsparse Bayesian learningcompressed sensingwireless sensor networks
 Summary | Full Text:PDF(982.1KB)

Cooperative Spectrum Sensing Using Sub-Nyquist Sampling in Cognitive Radios
Honggyu JUNG Thu L. N. NGUYEN Yoan SHIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/03/01
Vol. E99-A  No. 3 ; pp. 770-773
Type of Manuscript:  LETTER
Category: Communication Theory and Signals
Keyword: 
sub-Nyquist samplingsparsitycompressed sensingspectrum sensingenergy detection
 Summary | Full Text:PDF(338.8KB)

One-bit Matrix Compressed Sensing Algorithm for Sparse Matrix Recovery
Hui WANG Sabine VAN HUFFEL Guan GUI Qun WAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/02/01
Vol. E99-A  No. 2 ; pp. 647-650
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingmatrix sketchingMSBIHT1-bit CS
 Summary | Full Text:PDF(605.4KB)

Wideband Power Spectrum Sensing and Reconstruction Based on Single Channel Sub-Nyquist Sampling
Weichao SUN Zhitao HUANG Fenghua WANG Xiang WANG Shaoyi XIE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/01/01
Vol. E99-A  No. 1 ; pp. 167-176
Type of Manuscript:  Special Section PAPER (Special Section on Wideband Systems)
Category: 
Keyword: 
compressed sensingwideband power spectrumsingle channelsub-Nyquist samplingmodulated wideband converter
 Summary | Full Text:PDF(1.5MB)

A Matching Pursuit Generalized Approximate Message Passing Algorithm
Yongjie LUO Qun WAN Guan GUI Fumiyuki ADACHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/12/01
Vol. E98-A  No. 12 ; pp. 2723-2727
Type of Manuscript:  LETTER
Category: Numerical Analysis and Optimization
Keyword: 
compressed sensinggeneralized approximate message passingmatching pursuitrobust
 Summary | Full Text:PDF(805.4KB)

High-Quality Recovery of Non-Sparse Signals from Compressed Sensing — Beyond l1 Norm Minimization —
Akira HIRABAYASHI Norihito INAMURO Aiko NISHIYAMA Kazushi MIMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/09/01
Vol. E98-A  No. 9 ; pp. 1880-1887
Type of Manuscript:  Special Section PAPER (Special Section on Signal Processing for Sensing and Diagnosis)
Category: 
Keyword: 
sparse signalscompressible signalscompressed sensingl1-norm minimizationlasso
 Summary | Full Text:PDF(1.6MB)

Compressed Sensing Signal Recovery via Creditability-Estimation Based Matching Pursuit
Yizhong LIU Tian SONG Yiqi ZHUANG Takashi SHIMAMOTO Xiang LI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/06/01
Vol. E98-A  No. 6 ; pp. 1234-1243
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
compressed sensingsignal recoveryorthogonal matching pursuitgreedy algorithm
 Summary | Full Text:PDF(1.7MB)

A Robust Wireless Image Transmission for ITS Broadcast Environment Using Compressed Sensing
Masaki TAKANASHI Satoshi MAKIDO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/02/01
Vol. E98-A  No. 2 ; pp. 783-787
Type of Manuscript:  LETTER
Category: Intelligent Transport System
Keyword: 
compressed sensingITS (Intelligent Transportation System)robust wireless image transmissionbroadcastpacket erasure
 Summary | Full Text:PDF(650.7KB)

Perception of Image Characteristics with Compressive Measurements
Jie GUO Bin SONG Fang TIAN Haixiao LIU Hao QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/12/01
Vol. E97-D  No. 12 ; pp. 3234-3235
Type of Manuscript:  LETTER
Category: Image Processing and Video Processing
Keyword: 
compressed sensingcorrelation analysismeasurementstransform coefficientsinner property
 Summary | Full Text:PDF(194KB)

Reconstruction of Compressively Sampled Ray Space by Statistically Weighted Model
Qiang YAO Keita TAKAHASHI Toshiaki FUJII 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/10/01
Vol. E97-A  No. 10 ; pp. 2064-2073
Type of Manuscript:  PAPER
Category: Image
Keyword: 
ray spacecomputational photographycompressed sensingstatistically weighted model
 Summary | Full Text:PDF(6.6MB)

DOA Estimation for Multi-Band Signal Sources Using Compressed Sensing Techniques with Khatri-Rao Processing
Tsubasa TERADA Toshihiko NISHIMURA Yasutaka OGAWA Takeo OHGANE Hiroyoshi YAMADA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2014/10/01
Vol. E97-B  No. 10 ; pp. 2110-2117
Type of Manuscript:  Special Section PAPER (Special Section on Recent Progress in Measurement and Design Techniques on Antennas, Propagation and Wireless Systems)
Category: 
Keyword: 
DOA estimationmulti-band signalcompressed sensingKhatri-Rao productsparse signal reconstruction
 Summary | Full Text:PDF(1.7MB)

The CS-Based Imaging Algorithm for Near-Field Synthetic Aperture Imaging Radiometer
Jianfei CHEN Yuehua LI 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2014/09/01
Vol. E97-C  No. 9 ; pp. 911-914
Type of Manuscript:  BRIEF PAPER
Category: Microwaves, Millimeter-Waves
Keyword: 
Millimeter wavesynthetic aperture imagingradiometercompressed sensingimaging algorithm
 Summary | Full Text:PDF(1MB)

Fast Correlation Method for Partial Fourier and Hadamard Sensing Matrices in Matching Pursuit Algorithms
Kee-Hoon KIM Hosung PARK Seokbeom HONG Jong-Seon NO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/08/01
Vol. E97-A  No. 8 ; pp. 1674-1679
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
compressed sensingFourierHadamardlow-complexitymatching pursuitsensing matrix
 Summary | Full Text:PDF(1.1MB)

Cooperative Bayesian Compressed Spectrum Sensing for Correlated Wideband Signals
Honggyu JUNG Kwang-Yul KIM Yoan SHIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/06/01
Vol. E97-A  No. 6 ; pp. 1434-1438
Type of Manuscript:  LETTER
Category: Communication Theory and Signals
Keyword: 
cognitive radiospectrum sensingcompressed sensingsparse Bayesian learningmultiple measurement vector
 Summary | Full Text:PDF(634.2KB)

Improvement of Semi-Random Measurement Matrix for Compressed Sensing
Wentao LV Junfeng WANG Wenxian YU Zhen TAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/06/01
Vol. E97-A  No. 6 ; pp. 1426-1429
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingmeasurement matrixsemi-random matrixmutual coherencecomplex image compression
 Summary | Full Text:PDF(236.4KB)

SegOMP: Sparse Recovery with Fewer Measurements
Li ZENG Xiongwei ZHANG Liang CHEN Weiwei YANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/03/01
Vol. E97-A  No. 3 ; pp. 862-864
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingsparse recoverysegment OMPmeasurements
 Summary | Full Text:PDF(222.5KB)

An Iterative Reweighted Least Squares Algorithm with Finite Series Approximation for a Sparse Signal Recovery
Kazunori URUMA Katsumi KONISHI Tomohiro TAKAHASHI Toshihiro FURUKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/02/01
Vol. E97-D  No. 2 ; pp. 319-322
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
compressed sensingsparse optimizationiterative reweighted least squares
 Summary | Full Text:PDF(613.7KB)

Low Cost Error Correction for Multi-Hop Data Aggregation Using Compressed Sensing
Guangming CAO Peter JUNG Slawomir STANCZAK Fengqi YU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/02/01
Vol. E97-D  No. 2 ; pp. 331-334
Type of Manuscript:  LETTER
Category: Information Network
Keyword: 
large-scale wireless sensor networkscompressed sensingpacket lossenergy balancing
 Summary | Full Text:PDF(259.2KB)

On the Sparse Signal Recovery with Parallel Orthogonal Matching Pursuit
Shin-Woong PARK Jeonghong PARK Bang Chul JUNG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/12/01
Vol. E96-A  No. 12 ; pp. 2728-2730
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressed sensingorthogonal matching pursuitmean squared errormultiple candidates
 Summary | Full Text:PDF(283.5KB)

Complex Approximate Message Passing Algorithm for Two-Dimensional Compressed Sensing
Akira HIRABAYASHI Jumpei SUGIMOTO Kazushi MIMURA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/12/01
Vol. E96-A  No. 12 ; pp. 2391-2397
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Image Processing
Keyword: 
compressed sensingtwo-dimensional signalapproximate message passing
 Summary | Full Text:PDF(823.9KB)

A Novel CS Model and Its Application in Complex SAR Image Compression
Wentao LV Gaohuan LV Junfeng WANG Wenxian YU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2013/11/01
Vol. E96-A  No. 11 ; pp. 2209-2217
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
compressed sensingmutual coherencelower boundGram matrixcomplex SAR image compression
 Summary | Full Text:PDF(1.2MB)

Sequential Loss Tomography Using Compressed Sensing
Kazushi TAKEMOTO Takahiro MATSUDA Tetsuya TAKINE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2013/11/01
Vol. E96-B  No. 11 ; pp. 2756-2765
Type of Manuscript:  Special Section PAPER (Special Section on Progress in Information Network Science)
Category: 
Keyword: 
network tomographyloss tomographycompressed sensingsparse vector
 Summary | Full Text:PDF(1.1MB)

A User's Guide to Compressed Sensing for Communications Systems
Kazunori HAYASHI Masaaki NAGAHARA Toshiyuki TANAKA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2013/03/01
Vol. E96-B  No. 3 ; pp. 685-712
Type of Manuscript:  INVITED SURVEY PAPER
Category: 
Keyword: 
compressed sensingsparse signalcompressible signal1-normunderdetermined system
 Summary | Full Text:PDF(1MB)

Sequential Matrix Rank Minimization Algorithm for Model Order Identification
Katsumi KONISHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2012/10/01
Vol. E95-A  No. 10 ; pp. 1788-1791
Type of Manuscript:  LETTER
Category: Systems and Control
Keyword: 
system identificationrank minimizationsubspace identificationcompressed sensing
 Summary | Full Text:PDF(276.9KB)

DOA Estimation of Coherently Distributed Sources Based on Block-Sparse Constraint
Lu GAN Xiao Qing WANG Hong Shu LIAO 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2012/07/01
Vol. E95-B  No. 7 ; pp. 2472-2476
Type of Manuscript:  LETTER
Category: Antennas and Propagation
Keyword: 
direction of arrivaldistributed sourcecompressed sensingblock-sparse
 Summary | Full Text:PDF(355.9KB)

Compressive Sampling for Remote Control Systems
Masaaki NAGAHARA Takahiro MATSUDA Kazunori HAYASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2012/04/01
Vol. E95-A  No. 4 ; pp. 713-722
Type of Manuscript:  Special Section PAPER (Special Section on Reliable Robust Radio Control Technology)
Category: 
Keyword: 
remote controlcompressive samplingcompressed sensingsparse representation1-2 optimization
 Summary | Full Text:PDF(1MB)

Cross Low-Dimension Pursuit for Sparse Signal Recovery from Incomplete Measurements Based on Permuted Block Diagonal Matrix
Zaixing HE Takahiro OGAWA Miki HASEYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2011/09/01
Vol. E94-A  No. 9 ; pp. 1793-1803
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
sparse recoverysparsest solutioncompressed sensingpermuted block diagonal matrixgreedy algorithmsorthogonal matching pursuit1-norm minimizationbasis pursuit
 Summary | Full Text:PDF(730.8KB)

Combined Nyquist and Compressed Sampling Method for Radio Wave Data Compression of a Heterogeneous Network System
Doohwan LEE Takayuki YAMADA Hiroyuki SHIBA Yo YAMAGUCHI Kazuhiro UEHARA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2010/12/01
Vol. E93-B  No. 12 ; pp. 3238-3247
Type of Manuscript:  Special Section PAPER (Special Section on Wireless Distributed Networks)
Category: 
Keyword: 
compressed sensingcompressive samplingheterogeneous network systeml1-minimizationcognitive radio
 Summary | Full Text:PDF(1.5MB)