IEEE Transactions on Signal Processing

Article	Citations
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	521
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	469
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	375
On Optimal Quantization in Sequential Detection	241
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	188
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	143
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	122
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	120
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	119
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	115
Fast and Robust Sparsity-Aware Block Diagonal Representation	115
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	107
Decentralized Multitask Online Convex Optimization Under Random Link Failures	96
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	90
Phase Retrieval of Quaternion Signal via Wirtinger Flow	88
Tensor Completion Network for Visual Data	84
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	83
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	83
RTSNet: Learning to Smooth in Partially Known State-Space Models	82
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	75
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	74
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	73
Multi-Scan Multi-Sensor Multi-Object State Estimation	72
Unsupervised Learning of Sampling Distributions for Particle Filters	68
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	63

Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	62
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	60
Theoretical Bounds in Decentralized Hypothesis Testing	59
Learning Graph ARMA Processes From Time-Vertex Spectra	59
Sampling and Uniqueness Sets in Graphon Signal Processing	59
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	58
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	55
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	54
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation	54
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	51
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	51
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint	51
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	51
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	51
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	51
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	50
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	50
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	48
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	47
A General Compressive Sensing Construct Using Density Evolution	47
Two Strategies in Transient Change Detection	47
Fast Iterative Soft-Output List Decoding of Polar Codes	46
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis	45
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	45
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	45
A Sparse Fixed-Point Online KPCA Extraction Algorithm	45
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity	44
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	44
A Cascaded Structure for Generalized Graph Filters	43
Functional Bayesian Filter	42
Guaranteed Private Communication With Secret Block Structure	41
Boosting Restoration of Turbulence-Degraded Images With State Space Conditional Diffusion	41
Optimal Accuracy-Privacy Trade-Off of Inference as Service	40
Learning State-Augmented Policies for Information Routing in Communication Networks	40
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	40
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	39
On Properties and Structure of the Analytic Singular Value Decomposition	39
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	39
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	39
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification	39
Theory and Practice of Light-Weight Sequential SBL Algorithm: An Alternative to OMP	38
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	38
Universal Hole-filling Strategies for Coprime Arrays	38
Active Sampling of Multiple Sources for Sequential Estimation	38
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	37
On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares	37
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	37
Convex Quaternion Optimization for Signal Processing: Theory and Applications	36
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	36
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	35

An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	35
Graph Filters for Signal Processing and Machine Learning on Graphs	35
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares	35
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	34
Integrated Localization and Communication with Sparse MIMO: Will Virtual Array Technology Also Benefit Wireless Communication?	34
Graph Signal Processing Over a Probability Space of Shift Operators	34
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	34
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	33
Energy-Efficient Optimal Denial-of-Service Attack Schedule Against Transmission Over Interactive Networks	33
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	33
Multi-Channel Factor Analysis: Identifiability and Asymptotics	33
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	33
Non-Bayesian Parametric Missing-Mass Estimation	32
Edgewise Outliers of Network Indexed Signals	32
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	32
Coded Computation Across Shared Heterogeneous Workers With Communication Delay	32
Efficient Frequency Estimation Algorithm Based on Chirp-Z Transform	32
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach	31
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	31
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	31
Spectral Mappings for Graph Wavelets	31
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	31
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	31
Distributed Matrix Multiplication Based on Frame Quantization for Straggler Mitigation	30
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	30
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	30
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	30
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	30
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	30
Multilinear Karhunen-Loève Transforms	30
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors	29
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures—Algorithms	29
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	29
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	29
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	29
Toward Mixed Analog-Digital Quantum Signal Processing: Quantum AD/DA Conversion and the Fourier Transform	28
Tracking Control for Stochastic Learning Systems Over Changing Durations	28
Delayed Combination of Adaptive Filters in Colored Noise	28
Covariance-Free Sparse Bayesian Learning	28
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	28
Simplicial Convolutional Filters	28
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	27
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	27
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	27
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	27
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	27
Simplicial Vector Autoregressive Models	27
Ziv-Zakai Bound for Compressive Time Delay Estimation	27
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	27
Projection-Based Multiple Notch Filtering	26
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	26
Confined Orthogonal Matching Pursuit for Sparse Random Combinatorial Matrices	26
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	26
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	26
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	26
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation	26
Upper Bound of Null Space Constant $\rho(p,t,A,k)$ and High-Order Restricted Isometry Constant $\delta_{tk}$ for Sparse Recovery via $\ell_{p}$ Minimization	25
External Division of Two Proximity Operators—Part II: Generalization and Properties	25
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	25
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	25
Outlier Censoring via Block Sparse Learning	25
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	25
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	25
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	25
An Optimal Pairwise Merge Algorithm Improves the Quality and Consistency of Nonnegative Matrix Factorization	25
Efficient-Adam: Communication-Efficient Distributed Adam	25
Fixed-Horizon Active Hypothesis Testing and Anomaly Detection	25
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing	24
A Generalized Approach for Recovering Time Encoded Signals With Finite Rate of Innovation	24
A Unified Framework for STAR-RIS Coefficients Optimization	24
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	24
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection	24
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model	24
Towards Communication-Efficient Federated Learning via Sparse and Aligned Adaptive Optimization	24
Regularized Linear Regression via Covariance Fitting	24
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression	24
Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares	24
FadeLoc: Smart Device Localization for Generalized ${\kappa {-} \mu}$ Faded IoT Environment	24
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	24
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression	23

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis	23
D2CN: Distributed Deep Convolutional Network	23
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	23
List of Reviewers	23
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	23
On Local Distributions in Graph Signal Processing	23
Interval Design for Signal Parameter Estimation From Quantized Data	23
Generalized Matched Filter for Radar Range Sidelobe Suppression: An Oblique Projection Approach	23
One-Bit Phase Retrieval: More Samples Means Less Complexity?	23
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate	23
Channel Estimation for Massive MIMO: An Information Geometry Approach	23
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	23
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	23
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	23
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	23
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	23
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee	22
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	22
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems	22
Joint Design of Shuffling and Function Assignment in Heterogeneous Coded Distributed Computing	22
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	22
The Mirror Transform	22
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	22
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	22
Parameterized Resampling Time-Frequency Transform	22
Exact Short-Time Identification of Rational or Polynomial Exponent Signals	22
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	22
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	22
New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization	22
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	22
Learning by Transference: Training Graph Neural Networks on Growing Graphs	22
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations	21
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	21
Beamfocusing Capabilities of a Uniform Linear Antenna Array in the Holographic Regime	21
Time-Varying Graph Learning for Data With Heavy-Tailed Distribution	21
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion	21
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	21
Distributionally Robust Adaptive Beamforming	21
Fast Algorithm for Joint Unicast and Multicast Beamforming for Large-Scale Massive MIMO	21
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	21
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	21
Causal Link Discovery With Unequal Edge Error Tolerance	21
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	21
Learning Sinkhorn Divergences for Change Point Detection	20
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	20
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	20
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	20
Active Sensing for Reciprocal MIMO Channels	20
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	20
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	20
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	20
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	20
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems	20
Diffusion Bayesian Decorrelation Algorithms Over Networks	20
Multi-Resolution Autonomous Linear State Space Filters for N-Dimensional Signals	20
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	20
The Diffusion Entropy Stochastic Gradient Descent Algorithm With Quasi-Optimal Combiners: Formulation and Analysis	20
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	20
Tensor Wiener Filter	20
QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming	19
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	19
Parameter Estimation on Homogeneous Spaces	19
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	19
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	19
Vector-FRI Recovery of Multi-Sensor Measurements	19
Deep Task-Based Analog-to-Digital Conversion	19
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	19
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks	19
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks	19
UNO: Unlimited Sampling Meets One-Bit Quantization	19
Differential Error Feedback for Communication-Efficient Decentralized Learning	19
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	19
Wide and Deep Graph Neural Network With Distributed Online Learning	19
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	19
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning	19
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	19
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	19
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	18
A Frequency-Selective Digital Predistortion Method Based on a Generalized Indirect Learning Architecture	18
A Globally Convergent Algorithm for Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties	18
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	18
Lie Group Algebra Convolutional Filters	18
Distributed Reptile Algorithm for Meta-Learning Over Multi-Agent Systems	18
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	18
Over-the-Air Multitask Federated Learning via Cost-Effective Hybrid Beamforming	18
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis	18
Deep Unfolding With Normalizing Flow Priors for Inverse Problems	18
List of Reviewers	18
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces	18
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	18
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	18
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	18
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	18
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	18
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	18