Wei Dai

IEEE Trans. Signal Process., 2022

Unconstrained Proximal Operator: the Optimal Parameter for the Douglas-Rachford Type Primal-Dual Methods.

[BibT_eX]

[DOI]

Yifan Ran

CoRR, 2022

Short-and-Sparse Deconvolution Via Rank-One Constrained Optimization (Roco).

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Mathematical Theory of Atomic Norm Denoising in Blind Two-Dimensional Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Deep phase retrieval: Analyzing over-parameterization in phase retrieval.

[BibT_eX]

[DOI]

Signal Process., 2021

Dictionary Learning Using Rank-One Atomic Decomposition (ROAD).

[BibT_eX]

[DOI]

CoRR, 2021

Dictionary Learning with Convex Update (ROMD).

[BibT_eX]

[DOI]

CoRR, 2021

Multi-target Detection by Distributed Passive Radar Systems without Reference Signals.

[BibT_eX]

[DOI]

Ruiqi Liu

Chao Zhang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Fast and Robust ADMM for Blind Super-Resolution.

[BibT_eX]

[DOI]

Yifan Ran

Proceedings of the IEEE International Conference on Acoustics, 2021

MuG: A Multipath-Exploited and Grid-Free Localisation Method.

[BibT_eX]

[DOI]

Hengyan Liu

Yuan Shen

Proceedings of the IEEE International Conference on Acoustics, 2021

Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

NLOS Effect Mitigation via Spatial Geometry Exploitation in Cooperative Localization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Dictionary Learning With BLOTLESS Update.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Mathematical Theory of Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2020

Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dictionary Learning Using Rank-One Projection.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR.

[BibT_eX]

[DOI]

Yonina C. Eldar

IEEE Trans. Signal Process., 2019

Exploiting NLOS Bias Correlation in Cooperative Localization.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Bilinear Dictionary Update via Linear Least Squares.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Blind Super-resolution in Two-dimensional Parameter Space.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Exact Three-Dimensional Estimation in Blind Super-Resolution via Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

A Tight Converse to the Spectral Resolution Limit via Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Cortico-Muscular Coherence Enhancement Via Sparse Signal Representation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Group Sparse Bayesian Learning Via Exact and Fast Marginal Likelihood Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Low dimensional atomic norm representations in line spectral estimation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Optimal number of measurements for compressed sensing with quadratically decreasing SNR.

[BibT_eX]

[DOI]

Yonina C. Eldar

Proceedings of the 25th European Signal Processing Conference, 2017

Sampling patterns for off-the-grid spectral estimation.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Exploiting Burst-Sparsity in Massive MIMO With Partial Channel Support Information.

[BibT_eX]

[DOI]

An Liu

Vincent K. N. Lau

IEEE Trans. Wirel. Commun., 2016

Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Structured Compressive Sensing-Based Spatio-Temporal Joint Channel Estimation for FDD Massive MIMO.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Spectrally Efficient CSI Acquisition for Power Line Communications: A Bayesian Compressive Sensing Perspective.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

On Super-Resolution in Multirate Sampling Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Achieving super-resolution in multi-rate sampling systems via efficient semidefinite programming.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Off-grid compressed sensing for WiFi-based passive radar.

[BibT_eX]

[DOI]

Ji Wu

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

Extended AMP algorithm for correlated distributed compressed sensing model.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Joint burst LASSO for sparse channel estimation in multi-user massive MIMO.

[BibT_eX]

[DOI]

An Liu

Vincent K. N. Lau

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Independent versus repeated measurements: A performance quantification via state evolution.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An approximate message passing algorithm for robust face recognition.

[BibT_eX]

[DOI]

Guangyu Zhou

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Convergence of Gradient Descent for Low-Rank Matrix Approximation.

[BibT_eX]

[DOI]

Renaud-Alexandre Pitaval

Olav Tirkkonen

IEEE Trans. Inf. Theory, 2015

Time-Frequency Joint Sparse Channel Estimation for MIMO-OFDM Systems.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2015

Fast variational Bayesian learning for channel estimation with prior statistical information.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Tracking a dynamic sparse channel via differential orthogonal matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Military Communications Conference, 2015

On joint recovery of sparse signals with common supports.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

On recovery of sparse signals with block structures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Block compressive channel estimation and feedback for FDD massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Sparse channel state information acquisition for power line communications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Structured Matching Pursuit for Reconstruction of Dynamic Sparse Channels.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Improved AMP (IAMP) for non-ideal measurement matrices.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Power allocation in compressed sensing of non-uniformly sparse signals.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A fast variational approach for Bayesian compressive sensing with informative priors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Analysis SimCO: A new algorithm for analysis dictionary learning.

[BibT_eX]

[DOI]

Jing Dong

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Observability of a Linear System Under Sparsity Constraints.

[BibT_eX]

[DOI]

Serdar Yüksel

IEEE Trans. Autom. Control., 2013

Sparse coding with adaptive dictionary learning for underdetermined blind speech separation.

[BibT_eX]

[DOI]

Speech Commun., 2013

Joint image separation and dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Tracking dynamic sparse signals with hierarchical Kalman filters: A case study.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Smoothed SimCO for dictionary learning: Handling the singularity issue.

[BibT_eX]

[DOI]

Guangyu Zhou

Proceedings of the IEEE International Conference on Acoustics, 2013

Tracking dynamic sparse signals using Hierarchical Bayesian Kalman filters.

[BibT_eX]

[DOI]

Kin K. Leung

Proceedings of the IEEE International Conference on Acoustics, 2013

Hierarchical Bayesian Kalman filters for wireless sensor networks.

[BibT_eX]

[DOI]

Kin K. Leung

Proceedings of the 21st European Signal Processing Conference, 2013

Compressive and non-compressive reliable wideband spectrum sensing at sub-Nyquist rates.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Bayesian compressed sensing: Improving inference.

[BibT_eX]

[DOI]

Kin K. Leung

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

Model-based compressive Harmonic-Aware Matching Pursuit: An evaluation.

[BibT_eX]

[DOI]

Bashar I. Ahmad

Cong Ling

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

A Geometric Approach to Low-Rank Matrix Completion.

[BibT_eX]

[DOI]

Ely Kerman

IEEE Trans. Inf. Theory, 2012

Structured sublinear compressive sensing via belief propagation.

[BibT_eX]

[DOI]

Phys. Commun., 2012

Technical Report: Observability of a Linear System under Sparsity Constraints

[BibT_eX]

[DOI]

Serdar Yüksel

CoRR, 2012

Dictionary learning and update based on simultaneous codeword optimization (SimCO).

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Low rank matrix completion: A smoothed l0-search.

[BibT_eX]

[DOI]

Guangyu Zhou

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Subspace Evolution and Transfer (SET) for Low-Rank Matrix Completion.

[BibT_eX]

[DOI]

Ely Kerman

IEEE Trans. Signal Process., 2011

Information Theoretical and Algorithmic Approaches to Quantized Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Structured sublinear compressive sensing via dense belief propagation

[BibT_eX]

[DOI]

CoRR, 2011

Low-rank matrix completion with geometric performance guarantees.

[BibT_eX]

[DOI]

Ely Kerman

Proceedings of the IEEE International Conference on Acoustics, 2011

Simultaneous codeword optimization (SimCO) for dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Compressive list-support recovery for colluder identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

SET: An algorithm for consistent matrix completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Joint beamforming for multiaccess MIMO systems with finite rate feedback.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2009

Subspace pursuit for compressive sensing signal reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Weighted superimposed codes and constrained integer compressed sensing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

On the information rate of MIMO systems with finite rate channel state feedback using beamforming and power on/off strategy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

The effect of finite rate feedback on CDMA signature optimization and MIMO beamforming vector selection.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Compressive Sensing DNA Microarrays.

[BibT_eX]

[DOI]

EURASIP J. Bioinform. Syst. Biol., 2009

Distortion-rate functions for quantized compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Sublinear compressive sensing reconstruction via belief propagation decoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

A comparative study of quantized compressive sensing schemes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

How many users should be turned on in a multi-antenna broadcast channel?

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2008

Subspace Pursuit for Compressive Sensing: Closing the Gap Between Performance and Complexity

[BibT_eX]

[DOI]

CoRR, 2008

Weighted Euclidean superimposed codes for integer compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Sparse weighted Euclidean superimposed coding for integer compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Probe Design for Compressive Sensing DNA Microarrays.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

Multi-Access MIMO Systems with Finite Rate Channel State Feedback

[BibT_eX]

[DOI]

CoRR, 2007

Unequal dimensional small balls and quantization on Grassmann Manifolds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Volume Growth and General Rate Quantization on Grassmann Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

How Many Users should be Turned On in a Multi-Antenna Broadcast Channel.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006

Performance Analysis of CDMA Signature Optimization with Finite Rate Feedback.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005

On the information rate of MIMO systems with finite rate channel state feedback and power on/off strategy.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Quantization bounds on Grassmann manifolds of arbitrary dimensions and MIMO communications with feedback.

[BibT_eX]

[DOI]