IEEE Transactions on Signal Processing

Article	Citations
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	180
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	177
Theoretical Bounds in Decentralized Hypothesis Testing	146
Learning Graph ARMA Processes From Time-Vertex Spectra	144
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	131
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	126
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint	117
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	112
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	86
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	84
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	81
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	77
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	75
Sampling and Uniqueness Sets in Graphon Signal Processing	75
Unsupervised Learning of Sampling Distributions for Particle Filters	74
Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks	72
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	68
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	64
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation	63
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	62
Fast and Robust Sparsity-Aware Block Diagonal Representation	62
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	61
Einstein From Noise: Statistical Analysis	60
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	56
Over-the-Air Computation on Network Edge for Collaborative Estimation	55

Tensor Completion Network for Visual Data	54
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	53
Longtime Adaptive Coherent Detection in Heterogeneous Compound-Gaussian Sea Clutter	52
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	49
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	47
Decentralized Multitask Online Convex Optimization Under Random Link Failures	46
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	46
Phase Retrieval of Quaternion Signal via Wirtinger Flow	45
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	45
RTSNet: Learning to Smooth in Partially Known State-Space Models	45
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	44
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis	44
A Generalized Multidimensional Chinese Remainder Theorem (MD-CRT) for Multiple Integer Vectors	43
Learning State-Augmented Policies for Information Routing in Communication Networks	42
Graph Signal Processing Over a Probability Space of Shift Operators	42
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	41
Learning Graphons From Data: Random Walks, Transfer Operators, and Spectral Clustering	41
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	41
Universal Hole-Filling Strategies for Coprime Arrays	40
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares	40
Temperature Control for Cyber-Physical Thermal Systems over Wireless Networks: A Model-Assisted Deep Reinforcement Learning Approach	39
Guaranteed Private Communication With Secret Block Structure	38
Rank-Revealing Bayesian Block-Term Tensor Completion With Graph Information	38
Energy-Efficient Optimal Denial-of-Service Attack Schedule Against Transmission Over Interactive Networks	38
Leveraging Low-Rank Factorizations of Conditional Correlation Matrices in Graph Learning	38
Semi-Supervised Model-Free Bayesian State Estimation from Compressed Measurements	37
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	37
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	37
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	37
A General Compressive Sensing Construct Using Density Evolution	37
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	37
Theory and Practice of Light-Weight Sequential SBL Algorithm: An Alternative to OMP	36
Orthogonal Approximate Message Passing for Double Linear Transformation Model	36
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	35
Integrated Localization and Communication With Sparse MIMO: Will Virtual Array Technology Also Benefit Wireless Communication?	35
On Properties and Structure of the Analytic Singular Value Decomposition	35
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	34
Boosting Restoration of Turbulence-Degraded Images With State Space Conditional Diffusion	34
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	34
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	34
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	33
Amplitude-Aided PHD Filtering for Unresolved Swarm Tracking	33
A Sparse Fixed-Point Online KPCA Extraction Algorithm	33
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	33
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	33
Convex Quaternion Optimization for Signal Processing: Theory and Applications	33
Confined Orthogonal Matching Pursuit for Sparse Random Combinatorial Matrices	32
Treating the Filter Weights as Learnable Functions: An Efficient Nonlinear Filtering Framework and Its Adaptive Algorithms	32
Multi-Channel Factor Analysis: Identifiability and Asymptotics	32
Graph Filters for Signal Processing and Machine Learning on Graphs	32

Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	32
Doubly Adaptive Social Learning	31
Tracking Control for Stochastic Learning Systems Over Changing Durations	31
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	31
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	31
Edgewise Outliers of Network Indexed Signals	31
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	30
Simplicial Vector Autoregressive Models	30
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	30
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	30
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	30
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	29
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	29
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	29
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	28
A Fast Robust Adaptive Filter Using Improved Data-Reuse Method	28
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	28
Efficient Distributed Randomized Iterative Detection for Decentralized XL-MIMO Systems	28
On the Characteristics of the Conjugate Function Enabling Effective Dual Decomposition Methods	28
Variable Step-Size General Bias-Compensated M-estimate Adaptive Filtering for Robust DOA Estimation	28
Optimistic Thompson Sampling for No-Regret Learning in Unknown Games	27
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	27
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	27
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	27
Decomposition and Successive Decomposition Methods and Algorithms for Nonconvex Optimization	26
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	26
Exponential-Family Tensor Completion via Nonconvex Dual Total-Variation Regularization	26
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	26
Optimal Prediction-Correction Algorithm Using Sparse Linear Extrapolation for Time-Varying Optimization	26
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	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
Reconstruction of Graph Signals on Complex Manifolds With Kernel Methods	26
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	26
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	26
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	26
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	25
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	25
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	25
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	25
Toward Mixed Analog-Digital Quantum Signal Processing: Quantum AD/DA Conversion and the Fourier Transform	25
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
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	25
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	25
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	25
Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares	25
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	25
Regularized Linear Regression via Covariance Fitting	24
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	24
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection	24
On Stochastic Beamforming for Ergodic Sum-Rate Maximization in Cooperative Transmission Systems	24
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	24
An Optimal Pairwise Merge Algorithm Improves the Quality and Consistency of Nonnegative Matrix Factorization	24
External Division of Two Proximity Operators—Part II: Generalization and Properties	24
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	23
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	23
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	23
D2CN: Distributed Deep Convolutional Network	23
Efficient-Adam: Communication-Efficient Distributed Adam	23
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression	22
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	22
Generalized Matched Filter for Radar Range Sidelobe Suppression: An Oblique Projection Approach	22
Tractable Approximation of Labeled Multi-Object Posterior Densities	22
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	22
Projection-Based Multiple Notch Filtering	22
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression	22
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	22
A Generalized Approach for Recovering Time Encoded Signals With Finite Rate of Innovation	22
Outlier Censoring via Block Sparse Learning	22
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	21
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	21
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	21
Towards Communication-Efficient Federated Learning via Sparse and Aligned Adaptive Optimization	21
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	21
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	21
A Unified Framework for STAR-RIS Coefficients Optimization	21
List of Reviewers	21
Multi-Resolution Autonomous Linear State Space Filters for N-Dimensional Signals	21
Super-Resolution Channel Estimation for RIS-Aided Multi-User mmWave Systems: Dictionary Adaptation and Error Modeling	21
Beamforming Design for Minimizing the Signal Power Estimation Error	21

Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning With Data Heterogeneity	21
Low-Complexity Randomized Iterative Detection For XL-MIMO Communications	21
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate	21
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	21
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	21
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	20
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	20
Causal Link Discovery With Unequal Edge Error Tolerance	20
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	20
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	20
Beamfocusing Capabilities of a Uniform Linear Antenna Array in the Holographic Regime	20
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	20
Diffusion Bayesian Decorrelation Algorithms Over Networks	20
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	20
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems	20
Distributionally Robust Adaptive Beamforming	20
Learning by Transference: Training Graph Neural Networks on Growing Graphs	20
FedCanon: Non-Convex Composite Federated Learning With Efficient Proximal Operation on Heterogeneous Data	20
Fractional Programming for Stochastic Precoding Over Generalized Fading Channels	19
Time-Varying Graph Learning for Data With Heavy-Tailed Distribution	19
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	19
New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization	19
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion	19
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	19
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	19
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	19
Learning Sinkhorn Divergences for Change Point Detection	19
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	19
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	19
Over-the-Air Multitask Federated Learning via Cost-Effective Hybrid Beamforming	18
Parameter Estimation on Homogeneous Spaces	18
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	18
Directed Acyclic Graph Convolutional Networks	18
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	18
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	18
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	18
Active Sensing for Reciprocal MIMO Channels	18
Byzantine Attacks in Over-the-Air Cooperative Sensing Networks: Analysis and Defense	18
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	18
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	18
Adaptive DOA Estimation Method Based on Frequency Agile Radar With Joint Transmit-Receive Processing	18
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks	18
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	18
Joint Design of FDA Waveform and Receive Filter for Integrated Detection and Countermeasure	18
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	17
A Globally Convergent Algorithm for Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties	17
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	17
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	17
UNO: Unlimited Sampling Meets One-Bit Quantization	17
Decentralized Primal-Dual Learning over Directed Graphs	17
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	17
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	17
Differential Error Feedback for Communication-Efficient Decentralized Learning	17
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	17
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	16
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	16
Association-Based Track-Before-Detect With Object Contribution Probabilities	16
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	16
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	16
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	16
Real-Time Smoothing by Extremum Monte Carlo Methods	16
Track-MDP: Reinforcement Learning for Target Tracking With Controlled Sensing	16
Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent	16
Revisiting Deep Generalized Canonical Correlation Analysis	16
Graph Chirp Signal and Graph Fractional Vertex–Frequency Energy Distribution	16
Sparse Array Beamforming Design with Proximinal Set Constraints	16
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	16
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	16
Robust Two-Tier Beamforming for Distributed Signal Sensing	16
Anomaly Detection in Networked Bandits	16
Practical and Powerful Kernel-Based Change-Point Detection	15
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	15
Learnable Geometric Filter Banks for Multiscale Representation of 3-D Shapes	15
A Coordinate Descent Approach to Atomic Norm Denoising	15
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	15
Lie Group Algebra Convolutional Filters	15
Learning High-Dimensional Differential Graphs From Multiattribute Data	15
The Mean of Multi-Object Trajectories	15
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	15
A Hybrid Dynamic Subarray Architecture for Efficient DOA Estimation in THz Ultra-Massive Hybrid MIMO Systems	15
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima	15
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks	15
Compute-Update Federated Learning: A Lattice Coding Approach	15
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	15
Linear Convergence of Plug-and-Play Algorithms With Kernel Denoisers	15
Camouflage Adversarial Attacks on Multi-Agent Reinforcement Learning Systems	15
Counter-Based Scatter Matrix Estimation for One-Bit Centered Bivariate Cauchy Signals	15
Structured Directional Pruning via Perturbation Orthogonal Projection	15
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	15
An Accelerated Mixed Weighted-Unweighted MMSE Approach for MU-MIMO Beamforming	15
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	15
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	15
Percentile Optimization in Wireless Networks—Part I: Power Control for Max-Min-Rate to Sum-Rate Maximization (and Everything in Between)	14
Distributed Poisson Multi-Bernoulli Filtering via Generalized Covariance Intersection	14
Distributed Hybrid Sketching for $\ell_{2}$-Embeddings	14