IEEE Transactions on Signal Processing

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	394
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	331
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	259
RTSNet: Learning to Smooth in Partially Known State-Space Models	188
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	156
Decentralized Multitask Online Convex Optimization Under Random Link Failures	109
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	108
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	99
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	91
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	91
On Optimal Quantization in Sequential Detection	87
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	84
Tensor Completion Network for Visual Data	72
Theoretical Bounds in Decentralized Hypothesis Testing	70
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	70
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	68
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	67
Unsupervised Learning of Sampling Distributions for Particle Filters	65
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	61
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	57
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	57
Third-Order Sum-Difference Expansion: An Array Extension Strategy based on Third-Order Cumulants	55
Learning Graph ARMA Processes From Time-Vertex Spectra	53
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	53
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	52

Phase Retrieval of Quaternion Signal via Wirtinger Flow	51
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	50
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	48
Multi-Scan Multi-Sensor Multi-Object State Estimation	46
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	46
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	45
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	43
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	42
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	41
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	41
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	41
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	40
Fast and Robust Sparsity-Aware Block Diagonal Representation	39
Graph Signal Processing Over a Probability Space of Shift Operators	37
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	37
A Cascaded Structure for Generalized Graph Filters	37
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design	36
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	36
Guaranteed Private Communication With Secret Block Structure	35
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis	35
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	34
A Sparse Fixed-Point Online KPCA Extraction Algorithm	34
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	34
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems	33
On Properties and Structure of the Analytic Singular Value Decomposition	33
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	33
Functional Bayesian Filter	32
Active Sampling of Multiple Sources for Sequential Estimation	32
Learning State-Augmented Policies for Information Routing in Communication Networks	32
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise	32
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification	31
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity	31
Optimal Accuracy-Privacy Trade-Off of Inference as Service	31
A General Compressive Sensing Construct Using Density Evolution	31
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	30
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares	30
Two Strategies in Transient Change Detection	30
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition	30
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning	29
On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares	29
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	29
Convex Quaternion Optimization for Signal Processing: Theory and Applications	29
Fast Iterative Soft-Output List Decoding of Polar Codes	28
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	28
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function	28
Graph Filters for Signal Processing and Machine Learning on Graphs	28
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	28
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties	28
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter	27
Multi-Channel Factor Analysis: Identifiability and Asymptotics	27

Spectral Mappings for Graph Wavelets	27
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model	27
Distributed Matrix Multiplication Based on Frame Quantization for Straggler Mitigation	26
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors	26
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning	26
Learning Resilient Radio Resource Management Policies With Graph Neural Networks	26
Ziv-Zakai Bound for Compressive Time Delay Estimation	26
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO	26
Coded Computation Across Shared Heterogeneous Workers With Communication Delay	26
Covariance-Free Sparse Bayesian Learning	26
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics	25
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach	25
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks	25
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation	25
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range	24
Tracking Control for Stochastic Learning Systems Over Changing Durations	24
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach	24
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach	23
Edgewise Outliers of Network Indexed Signals	23
Non-Bayesian Parametric Missing-Mass Estimation	23
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar	23
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures—Algorithms	23
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent	23
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach	23
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models	23
Multilinear Karhunen-Loève Transforms	23
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition	23
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup	22
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces	22
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	22
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration	22
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density	22
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment	22
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation	22
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition	22
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	22
Simplicial Convolutional Filters	22
Simplicial Vector Autoregressive Models	22
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	22
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation	22
Efficient Frequency Estimation Algorithm Based on Chirp-Z Transform	22
Delayed Combination of Adaptive Filters in Colored Noise	22
Regularized Linear Regression via Covariance Fitting	22
On Local Distributions in Graph Signal Processing	21
Localized Distributional Robustness in Submodular Multi-Task Subset Selection	21
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	21
Fixed-Horizon Active Hypothesis Testing and Anomaly Detection	21
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs	21
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model	21
Projection-Based Multiple Notch Filtering	21
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding	20
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions	20
Outlier Censoring via Block Sparse Learning	20
Interval Design for Signal Parameter Estimation From Quantized Data	20
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing	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
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario	20
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors	20
A Unified Framework for STAR-RIS Coefficients Optimization	20
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments	19
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems	19
Channel Estimation for Massive MIMO: An Information Geometry Approach	19
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	19
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis	19
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate	19
Efficient-Adam: Communication-Efficient Distributed Adam	19
D2CN: Distributed Deep Convolutional Network	19
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing	19
One-Bit Phase Retrieval: More Samples Means Less Complexity?	19
A Generalized Approach for Recovering Time Encoded Signals with Finite Rate of Innovation	19
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality	19
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method	19
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter	19
FadeLoc: Smart Device Localization for Generalized ${\kappa {-} \mu}$ Faded IoT Environment	19
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment	19
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal	18
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee	18
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels	18
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization	18

The Mirror Transform	18
List of Reviewers	18
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul	18
Joint Design of Shuffling and Function Assignment in Heterogeneous Coded Distributed Computing	18
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions	18
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain	17
Large-Scale Independent Vector Analysis (IVA-G) via Coresets	17
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization	17
Tensor Wiener Filter	17
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration	17
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems	17
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning	17
Fast Algorithm for Joint Unicast and Multicast Beamforming for Large-Scale Massive MIMO	17
Parameterized Resampling Time-Frequency Transform	17
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification	17
Exact Short-Time Identification of Rational or Polynomial Exponent Signals	17
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models	17
Learning by Transference: Training Graph Neural Networks on Growing Graphs	17
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane	16
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots	16
Active Sensing for Reciprocal MIMO Channels	16
The Diffusion Entropy Stochastic Gradient Descent Algorithm With Quasi-Optimal Combiners: Formulation and Analysis	16
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems	16
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion	16
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks	16
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models	16
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks	16
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization	16
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations	16
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?	16
A Frequency-Selective Digital Predistortion Method Based on a Generalized Indirect Learning Architecture	16
Deep Task-Based Analog-to-Digital Conversion	16
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks	16
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis	16
Diffusion Bayesian Decorrelation Algorithms Over Networks	16
UNO: Unlimited Sampling Meets One-Bit Quantization	15
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design	15
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems	15
Differential error feedback for communication-efficient decentralized learning	15
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection	15
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation	15
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing	15
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach	15
QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming	15
Wide and Deep Graph Neural Network With Distributed Online Learning	15
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis	15
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems	15
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback	15
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach	15
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning	15
Deep Unfolding With Normalizing Flow Priors for Inverse Problems	15
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems	15
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces	14
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	14
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	14
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA	14
Distributed Reptile Algorithm for Meta-Learning Over Multi-Agent Systems	14
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	14
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	14
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	14
An Efficient Algorithm for Robust Fractional QCQP and its Applications to Multiuser Beamforming With Bounded Channel Uncertainties	14
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	14
Practical and Powerful Kernel-Based Change-Point Detection	14
Sequential Estimation of Gaussian Process-Based Deep State-Space Models	14
Parameter Estimation on Homogeneous Spaces	14
List of Reviewers	14
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	14
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders	14
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	14
Lie Group Algebra Convolutional Filters	14
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	14
Vector-FRI Recovery of Multi-Sensor Measurements	14
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio	14
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	14
Compute-Update Federated Learning: A Lattice Coding Approach	14
Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis	13
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	13
On the Impact of Channel Estimation on the Design and Analysis of IRSA Based Systems	13
Robust Distributed Optimization With Randomly Corrupted Gradients	13
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	13
Comments on “Design of Asymmetric Shift Operators for Efficient Decentralized Subspace Projection”	13
A Coordinate Descent Approach to Atomic Norm Denoising	13
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	13
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	13
Ordered Reliability Bits Guessing Random Additive Noise Decoding	13
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks	13
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	13
Uplink to Downlink Channel Covariance Transformation in FDD Systems	13
Asymptotic Performance of TDOA Estimation Using Satellites	13
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima	13
Revisiting Deep Generalized Canonical Correlation Analysis	13
Learning High-Dimensional Differential Graphs From Multiattribute Data	13
Linear Convergence of Plug-and-Play Algorithms with Kernel Denoisers	13
Structured Directional Pruning via Perturbation Orthogonal Projection	13
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning	13