IEEE Transactions on Signal Processing

Article	Citations
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	167
Fast and Robust Sparsity-Aware Block Diagonal Representation	153
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	137
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	137
Phase Retrieval of Quaternion Signal via Wirtinger Flow	123
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	107
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	106
Unsupervised Learning of Sampling Distributions for Particle Filters	101
Decentralized Multitask Online Convex Optimization Under Random Link Failures	70
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	69
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	67
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	65
RTSNet: Learning to Smooth in Partially Known State-Space Models	65
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	62
Sampling and Uniqueness Sets in Graphon Signal Processing	62
Einstein from Noise: Statistical Analysis	62
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	60
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	60
Theoretical Bounds in Decentralized Hypothesis Testing	55
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	55
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	55
Learning Graph ARMA Processes From Time-Vertex Spectra	52
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	49
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	48
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	47

Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks	47
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint	47
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	46
Tensor Completion Network for Visual Data	44
Over-the-Air Computation on Network Edge for Collaborative Estimation	43
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation	42
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	42
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	42
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	39
A General Compressive Sensing Construct Using Density Evolution	37
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	37
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis	37
Longtime Adaptive Coherent Detection in Heterogeneous Compound-Gaussian Sea Clutter	37
Theory and Practice of Light-Weight Sequential SBL Algorithm: An Alternative to OMP	36
Guaranteed Private Communication With Secret Block Structure	36
Boosting Restoration of Turbulence-Degraded Images With State Space Conditional Diffusion	36
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	36
Learning State-Augmented Policies for Information Routing in Communication Networks	36
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	36
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	35
Treating the Filter Weights as Learnable Functions: An Efficient Nonlinear Filtering Framework and Its Adaptive Algorithms	35
Energy-Efficient Optimal Denial-of-Service Attack Schedule Against Transmission Over Interactive Networks	35
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	35
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	35
Leveraging Low-Rank Factorizations of Conditional Correlation Matrices in Graph Learning	34
Rank-Revealing Bayesian Block-Term Tensor Completion With Graph Information	33
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	32
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	32
Graph Signal Processing Over a Probability Space of Shift Operators	31
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	31
A Generalized Multidimensional Chinese Remainder Theorem (MD-CRT) for Multiple Integer Vectors	31
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	31
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	30
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	30
Learning graphons from data: Random walks, transfer operators, and spectral clustering	30
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares	29
On Properties and Structure of the Analytic Singular Value Decomposition	29
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	29
A Sparse Fixed-Point Online KPCA Extraction Algorithm	29
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	29
Universal Hole-Filling Strategies for Coprime Arrays	29
Convex Quaternion Optimization for Signal Processing: Theory and Applications	29
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	28
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	28
Temperature Control for Cyber-Physical Thermal Systems over Wireless Networks: A Model-Assisted Deep Reinforcement Learning Approach	28
Edgewise Outliers of Network Indexed Signals	28
Integrated Localization and Communication With Sparse MIMO: Will Virtual Array Technology Also Benefit Wireless Communication?	28
Graph Filters for Signal Processing and Machine Learning on Graphs	28
Multi-Channel Factor Analysis: Identifiability and Asymptotics	28
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	27

On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	27
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	27
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	27
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	27
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	27
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation	27
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	26
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	26
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	26
Confined Orthogonal Matching Pursuit for Sparse Random Combinatorial Matrices	25
Toward Mixed Analog-Digital Quantum Signal Processing: Quantum AD/DA Conversion and the Fourier Transform	25
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	25
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	25
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	25
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	25
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	25
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	25
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	24
Doubly Adaptive Social Learning	24
On the Characteristics of the Conjugate Function Enabling Effective Dual Decomposition Methods	24
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	24
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	24
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	24
Tracking Control for Stochastic Learning Systems Over Changing Durations	24
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	23
Simplicial Vector Autoregressive Models	23
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	23
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	23
Efficient Distributed Randomized Iterative Detection for Decentralized XL-MIMO Systems	23
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	22
Projection-Based Multiple Notch Filtering	22
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	22
A Fast Robust Adaptive Filter using Improved Data-Reuse Method	22
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	22
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	22
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	22
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	22
Outlier Censoring via Block Sparse Learning	22
A Unified Framework for STAR-RIS Coefficients Optimization	21
On Stochastic Beamforming for Ergodic Sum-Rate Maximization in Cooperative Transmission Systems	21
External Division of Two Proximity Operators—Part II: Generalization and Properties	21
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	21
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	21
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection	21
An Optimal Pairwise Merge Algorithm Improves the Quality and Consistency of Nonnegative Matrix Factorization	21
Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares	21
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	21
Regularized Linear Regression via Covariance Fitting	21
Towards Communication-Efficient Federated Learning via Sparse and Aligned Adaptive Optimization	21
D2CN: Distributed Deep Convolutional Network	20
List of Reviewers	20
A Generalized Approach for Recovering Time Encoded Signals With Finite Rate of Innovation	20
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	20
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	20
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression	20
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression	20
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate	20
Generalized Matched Filter for Radar Range Sidelobe Suppression: An Oblique Projection Approach	20
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	20
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	20
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	20
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	20
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	20
Efficient-Adam: Communication-Efficient Distributed Adam	20
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	20
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	19
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	19
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	19
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	19
FedCanon: Non-Convex Composite Federated Learning With Efficient Proximal Operation on Heterogeneous Data	19
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	19
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	19
Diffusion Bayesian Decorrelation Algorithms Over Networks	19
Learning Sinkhorn Divergences for Change Point Detection	19
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	19
Multi-Resolution Autonomous Linear State Space Filters for N-Dimensional Signals	19
Time-Varying Graph Learning for Data With Heavy-Tailed Distribution	19
Causal Link Discovery With Unequal Edge Error Tolerance	19
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	18
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	18

Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning With Data Heterogeneity	18
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	18
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	18
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	18
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	18
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems	18
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	18
Beamforming Design for Minimizing the Signal Power Estimation Error	18
Beamfocusing Capabilities of a Uniform Linear Antenna Array in the Holographic Regime	18
Distributionally Robust Adaptive Beamforming	18
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	18
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	18
Active Sensing for Reciprocal MIMO Channels	17
Fractional Programming for Stochastic Precoding Over Generalized Fading Channels	17
New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization	17
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	17
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks	17
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion	17
A Globally Convergent Algorithm for Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties	17
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	17
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	17
Parameter Estimation on Homogeneous Spaces	17
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	17
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	17
Learning by Transference: Training Graph Neural Networks on Growing Graphs	17
Joint Design of FDA Waveform and Receive Filter for Integrated Detection and Countermeasure	17
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	16
Over-the-Air Multitask Federated Learning via Cost-Effective Hybrid Beamforming	16
UNO: Unlimited Sampling Meets One-Bit Quantization	16
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	16
Directed Acyclic Graph Convolutional Networks	16
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	16
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	16
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	16
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	16
Differential Error Feedback for Communication-Efficient Decentralized Learning	15
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	15
Byzantine Attacks in Over-the-Air Cooperative Sensing Networks: Analysis and Defense	15
Compute-Update Federated Learning: A Lattice Coding Approach	15
Adaptive DOA Estimation Method Based on Frequency Agile Radar With Joint Transmit-Receive Processing	15
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	15
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	15
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	15
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	15
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	15
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	15
Lie Group Algebra Convolutional Filters	15
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	14
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks	14
Track-MDP: Reinforcement Learning for Target Tracking With Controlled Sensing	14
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	14
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	14
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima	14
Anomaly Detection in Networked Bandits	14
Association-Based Track-Before-Detect With Object Contribution Probabilities	14
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	14
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	14
Camouflage Adversarial Attacks on Multi-Agent Reinforcement Learning Systems	14
Robust Two-Tier Beamforming for Distributed Signal Sensing	14
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	14
Graph Chirp Signal and Graph Fractional Vertex–Frequency Energy Distribution	14
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	14
Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent	14
The Mean of Multi-Object Trajectories	14
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	14
Practical and Powerful Kernel-Based Change-Point Detection	13
A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems — Part II: Convergence Properties	13
Sparse Enhancement of MIMO Radar Exploiting Moving Transmit and Receive Arrays for DOA Estimation: From the Perspective of Synthetic Coarray	13
Minimizing Low-Rank Models of High-Order Tensors: Hardness, Span, Tight Relaxation, and Applications	13
Channel Estimation and Data Detection in DS-Spread Channels: A Unified Framework, Novel Algorithms, and Waveform Comparison	13
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	13
Linear Convergence of Plug-and-Play Algorithms With Kernel Denoisers	13
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	13
Sensing-Aided Precoding With High-Dynamic Moving Scatterers	13
Bandlimited Signal Reconstruction From Leaky Integrate-and-Fire Encoding Using POCS	13
An Effective Iterative Solution for Independent Vector Analysis With Convergence Guarantees	13
Structured Directional Pruning via Perturbation Orthogonal Projection	13
Learning High-Dimensional Differential Graphs From Multiattribute Data	13
Revisiting Deep Generalized Canonical Correlation Analysis	13
Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications With Edge-Graph Information Bottleneck	13
Autoregressive Stochastic Clock Jitter Compensation in Analog-to-Digital Converters	13
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-Offs	13
A Coordinate Descent Approach to Atomic Norm Denoising	13
HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising	12
Robust Cubature Kalman Filter With Gaussian-Multivariate Laplacian Mixture Distribution and Partial Variational Bayesian Method	12
3-D Rigid Body Localization Using 1-D AOA: Boundary Condition Analysis and Generic Majorization-Minimization Framework	12
Arithmetic Average Density Fusion—Part IV: Distributed Heterogeneous Fusion of RFS and LRFS Filters via Variational Approximation	12
Sequential Gaussian Processes for Online Learning of Nonstationary Functions	12
Waveform Design for Optimal PSL Under Spectral and Unimodular Constraints via Alternating Minimization	12
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process	12
Estimating Sequences With Memory for Minimizing Convex Nonsmooth Composite Functions	12
Identifying a Piecewise Affine Signal From Its Nonlinear Observation—Application to DNA Replication Analysis	12
Locally Differentially Private Online Federated Learning With Correlated Noise	12
Communication-Efficient Federated Learning: A Variance-Reduced Stochastic Approach With Adaptive Sparsification	12
Bayesian Two-Sample Hypothesis Testing Using the Uncertain Likelihood Ratio: Improving the Generalized Likelihood Ratio Test	12