IEEE Transactions on Signal Processing

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	421
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	385
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	290
Decentralized Multitask Online Convex Optimization Under Random Link Failures	196
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	169
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	118
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	111
On Optimal Quantization in Sequential Detection	103
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	101
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	99
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	94
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	91
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	76
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	76
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	74
Tensor Completion Network for Visual Data	72
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	72
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	70
Theoretical Bounds in Decentralized Hypothesis Testing	70
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	64
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	64
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	63
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	58
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	55
Sampling and Uniqueness Sets in Graphon Signal Processing	55

Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	53
Multi-Scan Multi-Sensor Multi-Object State Estimation	52
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	52
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	52
RTSNet: Learning to Smooth in Partially Known State-Space Models	51
Unsupervised Learning of Sampling Distributions for Particle Filters	50
Phase Retrieval of Quaternion Signal via Wirtinger Flow	48
Learning Graph ARMA Processes From Time-Vertex Spectra	48
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	46
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	45
Fast and Robust Sparsity-Aware Block Diagonal Representation	44
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	44
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	44
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	42
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	42
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	41
A Cascaded Structure for Generalized Graph Filters	41
Guaranteed Private Communication With Secret Block Structure	40
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	40
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	39
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	39
Functional Bayesian Filter	39
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis	38
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	38
Learning State-Augmented Policies for Information Routing in Communication Networks	37
Optimal Accuracy-Privacy Trade-Off of Inference as Service	37
A General Compressive Sensing Construct Using Density Evolution	36
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification	36
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares	35
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	35
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	35
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity	35
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	35
Fast Iterative Soft-Output List Decoding of Polar Codes	34
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	33
A Sparse Fixed-Point Online KPCA Extraction Algorithm	33
Boosting Restoration of Turbulence-Degraded Images With State Space Conditional Diffusion	33
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	33
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	33
Graph Signal Processing Over a Probability Space of Shift Operators	33
On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares	33
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	32
Active Sampling of Multiple Sources for Sequential Estimation	31
Convex Quaternion Optimization for Signal Processing: Theory and Applications	31
On Properties and Structure of the Analytic Singular Value Decomposition	31
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	30
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	30
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	30
Graph Filters for Signal Processing and Machine Learning on Graphs	30
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	30

A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	30
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	29
Multi-Channel Factor Analysis: Identifiability and Asymptotics	29
Spectral Mappings for Graph Wavelets	29
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	29
Simplicial Vector Autoregressive Models	29
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	29
Two Strategies in Transient Change Detection	29
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach	29
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	29
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors	28
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	28
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	28
Coded Computation Across Shared Heterogeneous Workers With Communication Delay	28
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	27
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	27
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	27
Tracking Control for Stochastic Learning Systems Over Changing Durations	27
Non-Bayesian Parametric Missing-Mass Estimation	26
Edgewise Outliers of Network Indexed Signals	26
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	26
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures—Algorithms	26
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	26
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	25
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	25
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	25
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	25
Ziv-Zakai Bound for Compressive Time Delay Estimation	25
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	25
Covariance-Free Sparse Bayesian Learning	25
Efficient Frequency Estimation Algorithm Based on Chirp-Z Transform	25
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	25
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation	25
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	24
Delayed Combination of Adaptive Filters in Colored Noise	24
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	24
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	23
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	23
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	23
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	23
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	23
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	23
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	23
Distributed Matrix Multiplication Based on Frame Quantization for Straggler Mitigation	23
Multilinear Karhunen-Loève Transforms	23
Simplicial Convolutional Filters	23
Regularized Linear Regression via Covariance Fitting	23
Interval Design for Signal Parameter Estimation From Quantized Data	22
Fixed-Horizon Active Hypothesis Testing and Anomaly Detection	22
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	22
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	22
Projection-Based Multiple Notch Filtering	22
On Local Distributions in Graph Signal Processing	22
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	22
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	22
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	22
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	22
An optimal pairwise merge algorithm improves the quality and consistency of nonnegative matrix factorization	22
D2CN: Distributed Deep Convolutional Network	22
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	21
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	21
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	21
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection	21
Efficient-Adam: Communication-Efficient Distributed Adam	21
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis	21
One-Bit Phase Retrieval: More Samples Means Less Complexity?	21
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression	21
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model	21
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	21
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression	21
Outlier Censoring via Block Sparse Learning	21
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	21
Transdimensional Model Learning with Online Feature Selection Based on Predictive Least Squares	20
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	20
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	20
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	20
A Generalized Approach for Recovering Time Encoded Signals With Finite Rate of Innovation	20
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	20
Channel Estimation for Massive MIMO: An Information Geometry Approach	20
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	20

A Unified Framework for STAR-RIS Coefficients Optimization	20
List of Reviewers	20
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	20
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing	20
FadeLoc: Smart Device Localization for Generalized ${\kappa {-} \mu}$ Faded IoT Environment	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
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	19
Distributionally Robust Adaptive Beamforming	19
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee	19
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	19
Tensor Wiener Filter	19
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	19
The Mirror Transform	19
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	19
Joint Design of Shuffling and Function Assignment in Heterogeneous Coded Distributed Computing	19
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	19
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	18
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	18
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	18
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations	18
Exact Short-Time Identification of Rational or Polynomial Exponent Signals	18
Diffusion Bayesian Decorrelation Algorithms Over Networks	18
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	18
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	18
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	18
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	18
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	18
Time-Varying Graph Learning for Data with Heavy-Tailed Distribution	18
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	18
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	18
Causal Link Discovery with Unequal Edge Error Tolerance	18
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	17
New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization	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
Differential Error Feedback for Communication-Efficient Decentralized Learning	17
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	17
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems	17
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	17
The Diffusion Entropy Stochastic Gradient Descent Algorithm With Quasi-Optimal Combiners: Formulation and Analysis	17
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	17
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems	17
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	17
Learning by Transference: Training Graph Neural Networks on Growing Graphs	17
Parameterized Resampling Time-Frequency Transform	17
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	17
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	17
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning	17
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	17
Vector-FRI Recovery of Multi-Sensor Measurements	16
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks	16
QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming	16
Deep Unfolding With Normalizing Flow Priors for Inverse Problems	16
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	16
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	16
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis	16
Deep Task-Based Analog-to-Digital Conversion	16
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	16
Wide and Deep Graph Neural Network With Distributed Online Learning	16
A Frequency-Selective Digital Predistortion Method Based on a Generalized Indirect Learning Architecture	16
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	16
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	16
Parameter Estimation on Homogeneous Spaces	16
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	16
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	16
List of Reviewers	15
Active Sensing for Reciprocal MIMO Channels	15
Distributed Reptile Algorithm for Meta-Learning Over Multi-Agent Systems	15
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	15
Compute-Update Federated Learning: A Lattice Coding Approach	15
An Efficient Algorithm for Robust Fractional QCQP and its Applications to Multiuser Beamforming With Bounded Channel Uncertainties	15
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	15
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	15
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	15
UNO: Unlimited Sampling Meets One-Bit Quantization	15
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	15
Practical and Powerful Kernel-Based Change-Point Detection	15
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	15
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	15
On the Impact of Channel Estimation on the Design and Analysis of IRSA Based Systems	15
A Coordinate Descent Approach to Atomic Norm Denoising	15
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	15
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	15
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	15
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	15
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces	15
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	15
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders	15
Lie Group Algebra Convolutional Filters	15
Comments on “Design of Asymmetric Shift Operators for Efficient Decentralized Subspace Projection”	14
Proximal Alternating Partially Linearized Minimization for Perturbed Compressive Sensing	14
Structured Directional Pruning via Perturbation Orthogonal Projection	14
Uplink to Downlink Channel Covariance Transformation in FDD Systems	14
Joint Design of Doppler Resilient Unimodular Discrete Phase Sequence Waveform and Receiving Filter for Multichannel Radar	14