IEEE Transactions on Signal Processing

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	442
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	403
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	305
Decentralized Multitask Online Convex Optimization Under Random Link Failures	209
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	174
On Optimal Quantization in Sequential Detection	121
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	113
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	106
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	105
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	104
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	101
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	95
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	78
Theoretical Bounds in Decentralized Hypothesis Testing	77
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	76
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	76
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	76
Sampling and Uniqueness Sets in Graphon Signal Processing	74
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	72
RTSNet: Learning to Smooth in Partially Known State-Space Models	69
Learning Graph ARMA Processes From Time-Vertex Spectra	64
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	63
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	58
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	56
Multi-Scan Multi-Sensor Multi-Object State Estimation	55

Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	55
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	55
Fast and Robust Sparsity-Aware Block Diagonal Representation	55
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	54
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	52
Unsupervised Learning of Sampling Distributions for Particle Filters	50
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	50
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	49
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	48
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	48
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	47
Tensor Completion Network for Visual Data	47
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	46
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	45
Phase Retrieval of Quaternion Signal via Wirtinger Flow	44
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	43
A Cascaded Structure for Generalized Graph Filters	42
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	41
Guaranteed Private Communication With Secret Block Structure	41
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	41
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	40
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	40
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis	40
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	39
On Properties and Structure of the Analytic Singular Value Decomposition	39
Functional Bayesian Filter	39
Convex Quaternion Optimization for Signal Processing: Theory and Applications	38
Graph Filters for Signal Processing and Machine Learning on Graphs	38
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	37
Learning State-Augmented Policies for Information Routing in Communication Networks	36
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification	36
Optimal Accuracy-Privacy Trade-Off of Inference as Service	36
Active Sampling of Multiple Sources for Sequential Estimation	35
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity	35
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	35
A General Compressive Sensing Construct Using Density Evolution	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
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	34
Two Strategies in Transient Change Detection	33
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	33
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	33
Boosting Restoration of Turbulence-Degraded Images With State Space Conditional Diffusion	33
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	33
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	32
Fast Iterative Soft-Output List Decoding of Polar Codes	32
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	31
Graph Signal Processing Over a Probability Space of Shift Operators	31
Theory and Practice of Light-Weight Sequential SBL Algorithm: An Alternative to OMP	31
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	31

On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares	31
A Sparse Fixed-Point Online KPCA Extraction Algorithm	31
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	30
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	30
Simplicial Vector Autoregressive Models	30
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	30
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	29
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors	29
Spectral Mappings for Graph Wavelets	29
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	29
Multi-Channel Factor Analysis: Identifiability and Asymptotics	29
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	29
Tracking Control for Stochastic Learning Systems Over Changing Durations	28
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	28
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	28
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	28
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	28
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	28
Edgewise Outliers of Network Indexed Signals	27
Efficient Frequency Estimation Algorithm Based on Chirp-Z Transform	27
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures—Algorithms	27
Ziv-Zakai Bound for Compressive Time Delay Estimation	27
Non-Bayesian Parametric Missing-Mass Estimation	27
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	26
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	26
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation	26
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	26
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	26
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	26
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	26
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	26
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	26
Delayed Combination of Adaptive Filters in Colored Noise	26
Distributed Matrix Multiplication Based on Frame Quantization for Straggler Mitigation	25
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	25
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	25
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	25
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	25
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	25
Multilinear Karhunen-Loève Transforms	25
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	25
Toward Mixed Analog-Digital Quantum Signal Processing: Quantum AD/DA Conversion and the Fourier Transform	25
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach	24
Coded Computation Across Shared Heterogeneous Workers With Communication Delay	24
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	24
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	24
Covariance-Free Sparse Bayesian Learning	24
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	23
Interval Design for Signal Parameter Estimation From Quantized Data	23
Simplicial Convolutional Filters	23
Fixed-Horizon Active Hypothesis Testing and Anomaly Detection	23
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	23
Projection-Based Multiple Notch Filtering	23
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	23
On Local Distributions in Graph Signal Processing	23
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	22
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	22
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	22
D2CN: Distributed Deep Convolutional Network	22
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	22
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	22
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	22
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	22
One-Bit Phase Retrieval: More Samples Means Less Complexity?	22
Efficient-Adam: Communication-Efficient Distributed Adam	22
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	22
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection	22
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	22
Channel Estimation for Massive MIMO: An Information Geometry Approach	21
Outlier Censoring via Block Sparse Learning	21
An Optimal Pairwise Merge Algorithm Improves the Quality and Consistency of Nonnegative Matrix Factorization	21
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression	21
FadeLoc: Smart Device Localization for Generalized ${\kappa {-} \mu}$ Faded IoT Environment	21
A Generalized Approach for Recovering Time Encoded Signals With Finite Rate of Innovation	21
A Unified Framework for STAR-RIS Coefficients Optimization	21
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model	21
Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares	21
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing	21
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	21
Regularized Linear Regression via Covariance Fitting	21

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis	21
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	20
The Mirror Transform	20
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	20
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	20
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	20
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	20
Joint Design of Shuffling and Function Assignment in Heterogeneous Coded Distributed Computing	20
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	20
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	20
List of Reviewers	20
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression	20
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee	20
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	20
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	20
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate	20
Fast Algorithm for Joint Unicast and Multicast Beamforming for Large-Scale Massive MIMO	20
Parameterized Resampling Time-Frequency Transform	19
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	19
Exact Short-Time Identification of Rational or Polynomial Exponent Signals	19
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	19
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	19
Causal Link Discovery With Unequal Edge Error Tolerance	19
Distributionally Robust Adaptive Beamforming	19
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion	19
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	19
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	19
Time-Varying Graph Learning for Data With Heavy-Tailed Distribution	19
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	18
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	18
New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization	18
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks	18
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	18
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	18
Learning by Transference: Training Graph Neural Networks on Growing Graphs	18
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	18
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	18
Tensor Wiener Filter	18
The Diffusion Entropy Stochastic Gradient Descent Algorithm With Quasi-Optimal Combiners: Formulation and Analysis	18
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	18
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems	18
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	18
Diffusion Bayesian Decorrelation Algorithms Over Networks	18
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations	18
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	18
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	18
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	18
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems	17
Deep Task-Based Analog-to-Digital Conversion	17
Differential Error Feedback for Communication-Efficient Decentralized Learning	17
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	17
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis	17
Over-the-Air Multi-task Federated Learning via Cost-Effective Hybrid Beamforming	17
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning	17
Parameter Estimation on Homogeneous Spaces	17
Wide and Deep Graph Neural Network With Distributed Online Learning	17
A Frequency-Selective Digital Predistortion Method Based on a Generalized Indirect Learning Architecture	17
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	17
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	17
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	17
QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming	17
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	17
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks	17
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	16
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	16
Deep Unfolding With Normalizing Flow Priors for Inverse Problems	16
List of Reviewers	16
UNO: Unlimited Sampling Meets One-Bit Quantization	16
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	16
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	16
A Globally Convergent Algorithm for Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties	16
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	16
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	16
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	16
Distributed Reptile Algorithm for Meta-Learning Over Multi-Agent Systems	16
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	16
Active Sensing for Reciprocal MIMO Channels	16
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	16
Vector-FRI Recovery of Multi-Sensor Measurements	16
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	16
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	16
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	15
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima	15
Learning High-Dimensional Differential Graphs From Multiattribute Data	15
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders	15
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	15
Revisiting Deep Generalized Canonical Correlation Analysis	15
Asymptotic Performance of TDOA Estimation Using Satellites	15
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	15
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	15
Lie Group Algebra Convolutional Filters	15
Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis	15
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	15
Practical and Powerful Kernel-Based Change-Point Detection	15
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	15