Space alternating variational estimation based sparse Bayesian learning for complex‐value sparse signal recovery using adaptive Laplace priors

Target Reconstruction Against Deceptive Jamming for Single-Channel SAR: An Imagery Domain Approach

(2022) Shiqi Liu et al.   IEEE Geoscience and Remote Sensing Letters

Robust Multichannel EEG Signal Reconstruction Method

(2021) Jun Zhu et al.   PATTERN RECOGNITION LETTERS

Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery

(2020) Rizwan Ahmad et al.   IEEE SIGNAL PROCESSING MAGAZINE

Developing multi-component dictionary-based sparse representation for automatic detection of epileptic EEG spikes

(2020) Yun Jiang et al.   Biomedical Signal Processing and Control

Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System

(2020) Yushan Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Time Sequence Learning for Electrical Impedance Tomography Using Bayesian Spatiotemporal Priors

(2020) Shengheng Liu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A New Path Division Multiple Access for the Massive MIMO-OTFS Networks

(2020) Muye Li et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Direction of Arrival Estimation for Complex Sources Through $\ell _1$ Norm Sparse Bayesian Learning

(2019) Hua Bai et al.   IEEE SIGNAL PROCESSING LETTERS

Trainable ISTA for Sparse Signal Recovery

(2019) Daisuke Ito et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions

(2019) Ramzi Abiantun et al.   PATTERN RECOGNITION

Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain

(2019) Junjie Yang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Scalable Mean-Field Sparse Bayesian Learning

(2019) Bradley Worley   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Sparse Bayesian Learning for the Time-varying Massive MIMO Channels: Acquisition and Tracking

(2018) Jianpeng Ma et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Sound source localization and speech enhancement with sparse Bayesian learning beamforming

(2018) Angeliki Xenaki et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Steered Response Power Localization of Acoustic Passband Signals

(2017) Maximo Cobos et al.   IEEE SIGNAL PROCESSING LETTERS

Variational Bayesian Sparse Signal Recovery With LSM Prior

(2017) Shuanghui Zhang et al.   IEEE Access

Multisnapshot Sparse Bayesian Learning for DOA

(2016) Peter Gerstoft et al.   IEEE SIGNAL PROCESSING LETTERS

Newtonized Orthogonal Matching Pursuit: Frequency Estimation Over the Continuum

(2016) Babak Mamandipoor et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Efficient Variational Bayesian Approximation Method Based on Subspace Optimization

(2015) Yuling Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

An Autofocus Technique for High-Resolution Inverse Synthetic Aperture Radar Imagery

(2014) Lifan Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Directions-of-Arrival Estimation Through Bayesian Compressive Sensing Strategies

(2013) Matteo Carlin et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP)

(2013) A. Maleki et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

(2012) David L. Donoho et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

An Efficient Maximum Likelihood Method for Direction-of-Arrival Estimation via Sparse Bayesian Learning

(2012) Zhang-Meng Liu et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

A Novel Hierarchical Bayesian Approach for Sparse Semisupervised Hyperspectral Unmixing

(2011) Konstantinos E. Themelis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The variational approximation for Bayesian inference

(2009) Dimitris G. Tzikas et al.   IEEE SIGNAL PROCESSING MAGAZINE

Bayesian Compressive Sensing Using Laplace Priors

(2009) S.D. Babacan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Subspace Pursuit for Compressive Sensing Signal Reconstruction

(2009) Wei Dai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A Complex Generalized Gaussian Distribution— Characterization, Generation, and Estimation

(2009) M. Novey et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Gradient Pursuits

(2008) T. Blumensath et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Bayesian Compressive Sensing

(2008) Shihao Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING