IEEE Transactions on Signal Processing

Article	Citations
List of Reviewers	302
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	252
A Covariant, Discrete Time-Frequency Representation Tailored for Zero-Based Signal Detection	169
General Tensor Least-Mean-Squares Filter for Multi-Channel Multi-Relational Signals	134
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks	98
Orthogonal Expanded Memory Polynomial Model for Circular Complex Gaussian Processes	81
Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling	80
Tensor Completion Network for Visual Data	70
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	64
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	60
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	58
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	56
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	55
Regret-Optimal Filtering for Prediction and Estimation	50
Spectrum Analysis for Multiband Signals With Nonuniform Sub-Nyquist Sampling in the Fractional Fourier Domain	49
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	47
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders	46
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	44
Denoising Noisy Neural Networks: A Bayesian Approach With Compensation	43
Phase Retrieval of Quaternion Signal via Wirtinger Flow	43
Corrections to “Design of Asymmetric Shift Operators for Efficient Decentralized Subspace Projection”	42
Exponential Mixture Density Based Approximation to Posterior Cramér-Rao Lower Bound for Distributed Target Tracking	41
Joint Design of Binary Probing Sequence Sets and Receive Filter Banks for MIMO PMCW Radar	38
Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes	38
Nonlinear Filtering Based on Third-Degree Approximation Via Sequential Homotopy	37

DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	36
Augmented Affine Projection Algorithm Based on Error Nonlinearity and Its Simplified Version	34
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	34
An Efficient Algorithm for Robust Fractional QCQP and its Applications to Multiuser Beamforming With Bounded Channel Uncertainties	32
Deep Contrastive Principal Component Analysis Adaptive to Nonlinear Data	32
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	31
Quantization for Decentralized Learning Under Subspace Constraints	31
A Synchro-Set-Aided Breadth-First Sphere Decoder for Polar-Coded MIMO Systems	30
Corrections to “Semiparametric CRB and Slepian-Bangs Formulas for Complex Elliptically Symmetric Distributions”	30
Maximum Likelihood-Based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL With Grid Refinement	28
The Generalized Method of Moments for Multi-Reference Alignment	28
Enforcing Privacy in Distributed Learning With Performance Guarantees	28
Periodicity-Aware Signal Denoising Using Capon-Optimized Ramanujan Filter Banks and Pruned Ramanujan Dictionaries	27
Distributed Learning for Optimal Spectrum Access in Dense Device-to-Device Ad-Hoc Networks	27
Analog MIMO Communication for One-Shot Distributed Principal Component Analysis	27
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition	26
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces	25
Communication-Efficient Design for Quantized Decentralized Federated Learning	24
Stable Remote Optimal Filtering and Fusion With Communication Driven by Cumulative Estimate Innovation	24
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	23
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	23
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	23
Fast and Robust Sparsity-Aware Block Diagonal Representation	23
On the Benefits of Progressively Increasing Sampling Sizes in Stochastic Greedy Weak Submodular Maximization	23
Mixed Max-and-Min Fractional Programming for Wireless Networks	23
A Marginal Distributionally Robust MMSE Estimation for a Multisensor System With Kullback-Leibler Divergence Constraints	22
Learning High-Dimensional Differential Graphs From Multiattribute Data	22
Mixed-Timescale Request-Driven User Association, Trajectory and Radio Resource Control for Cache-Enabled Multi-UAV Networks	21
Corrections to “Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data”	21
On Optimal Quantization in Sequential Detection	21
Slepian Scale-Discretised Wavelets on the Sphere	20
Sequential Joint Detection and Estimation: Optimal Average Stopping Time	20
Revisiting Deep Generalized Canonical Correlation Analysis	20
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability	20
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	20
Overcomplete Multiscale Dictionary of Slepian Functions for HEALPix on the Sphere	20
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference	20
On the Impact of Channel Estimation on the Design and Analysis of IRSA Based Systems	19
Stable Estimation of Pulses of Unknown Shape From Multiple Snapshots via ESPRIT	19
Dynamic Spectrum Management in DSL With Asynchronous Crosstalk	19
RTSNet: Learning to Smooth in Partially Known State-Space Models	19
Transmitter Precoder Design to Improve the Performance of the MUSIC Algorithm	19
On the Correlation Concentration of Discrete Prolate Spheroidal Sequences	19
Robust Distributed Optimization With Randomly Corrupted Gradients	19
The WQN Algorithm for EEG Artifact Removal in the Absence of Scale Invariance	19
Uplink Sensing Using CSI Ratio in Perceptive Mobile Networks	18
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	18
Learning Graph ARMA Processes From Time-Vertex Spectra	18
Inverse Unscented Kalman Filter	18
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	18

Online Optimization Under Randomly Corrupted Attacks	18
Detecting Central Nodes From Low-Rank Excited Graph Signals via Structured Factor Analysis	18
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	18
Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing	18
Quantized Low-Rank Multivariate Regression With Random Dithering	18
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization	18
Polarimetric GLRT for Adaptive Detection in General Array Configuration	18
Half-Inverted Array Design Scheme for Large Hole-Free Fourth-Order Difference Co-Arrays	17
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	17
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	17
Decentralized Multitask Online Convex Optimization Under Random Link Failures	17
Optimized Gradient Tracking for Decentralized Online Learning	17
Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure	17
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks	17
Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization	16
A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation	16
Probability of Resolution of MUSIC and g-MUSIC: An Asymptotic Approach	16
Fairness-Oriented Multiple RIS-Aided mmWave Transmission: Stochastic Optimization Methods	15
Deep Generative Models for Downlink Channel Estimation in FDD Massive MIMO Systems	15
Sample-Based and Feature-Based Federated Learning for Unconstrained and Constrained Nonconvex Optimization via Mini-batch SSCA	15
Joint Sampling and Reconstruction of Time-Varying Signals Over Directed Graphs	15
ChevOpt: Continuous-Time State Estimation by Chebyshev Polynomial Optimization	15
Achievable Rates of Generalized Linear Systems With Orthogonal/Vector AMP Receiver	15
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret	15
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	15
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	15
Tractable Evaluation of Stein's Unbiased Risk Estimate With Convex Regularizers	15
One-Bit ADCs/DACs Based MIMO Radar: Performance Analysis and Joint Design	15
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	15
Multi-Scan Multi-Sensor Multi-Object State Estimation	15
Distributed Learning Over Networks With Graph-Attention-Based Personalization	14
Joint Design of Periodic Binary Probing Sequences and Receive Filters for PMCW Radar	14
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks	14
Parameter Estimation in PMCW MIMO Radar Systems With Few-Bit Quantized Observations	14
Physical Beam Sharing for Communications With Multiple Low Earth Orbit Satellites	14
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	14
A Robust Framework to Design Optimal Sensor Locations for TOA or RSS Source Localization Techniques	14
Barankin-Type Bound for Constrained Parameter Estimation	14
Lie Group Algebra Convolutional Filters	14
Pivotal Auto-Encoder via Self-Normalizing ReLU	14
Bayesian Sparse Blind Deconvolution Using MCMC Methods Based on Normal-Inverse-Gamma Prior	14
Variable-Wise Diagonal Preconditioning for Primal-Dual Splitting: Design and Applications	13
Localization by Signals of Opportunity in the Absence of Transmitter Position	13
Semi-Blind Joint Channel and Symbol Estimation for IRS-Assisted MIMO Systems	13
Widely Linear Maximum Complex Correntropy Criterion Affine Projection Algorithm and Its Performance Analysis	13
Localization of a Passive Object in 3-D by Propagation Time Delays to a Rigid Body Receiver of Unknown Location	13
Enhanced Solutions for the Block-Term Decomposition in Rank-$(L_{r},L_{r},1)$ Terms	13
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	13
Compressed Sensing Radar Detectors Under the Row-Orthogonal Design Model: A Statistical Mechanics Perspective	13
Enhanced Graph-Learning Schemes Driven by Similar Distributions of Motifs	13
Unsupervised Learning of Sampling Distributions for Particle Filters	13
Time Encoding via Unlimited Sampling: Theory, Algorithms and Hardware Validation	13
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection	13
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning	13
Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis	12
Generalized Memory Approximate Message Passing for Generalized Linear Model	12
Distributed Constrained Online Convex Optimization Over Multiple Access Fading Channels	12
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	12
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	12
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	12
Adaptive Matrix Information Geometry Detector With Local Metric Tensor	12
Blind Goal-Oriented Massive Access for Future Wireless Networks	12
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	12
On the Impact of Random Node Sampling on Adaptive Diffusion Networks	12
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry	12
Direct Signal Separation via Extraction of Local Frequencies With Adaptive Time-Varying Parameters	12
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?	12
Super-Resolution With Sparse Arrays: A Nonasymptotic Analysis of Spatiotemporal Trade-Offs	12
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference	12
DISH: A Distributed Hybrid Optimization Method Leveraging System Heterogeneity	12
Ordered Reliability Bits Guessing Random Additive Noise Decoding	12
Robust Phase Retrieval by Alternating Minimization	12
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming	11
Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning	11
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems	11
Observability Guaranteed Distributed Intelligent Sensing for Industrial Cyber-Physical System	11
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	11
Learnable Filters for Geometric Scattering Modules	11
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis	11
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning	11

A Coordinate Descent Approach to Atomic Norm Denoising	11
New Insights Into Widely Linear MMSE Receivers for Communication Networks Using Data-Like Rectilinear or Quasi-Rectilinear Signals	11
An Adversarially Robust Formulation of Linear Regression With Missing Data	11
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	11
Asymptotic Performance of TDOA Estimation Using Satellites	11
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	11
Physically Architected Recurrent Neural Networks for Nonlinear Dynamical Loudspeaker Modeling	11
Compute-Update Federated Learning: A Lattice Coding Approach	11
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	11
Local Strong Convexity of Source Localization and Error Bound for Target Tracking under Time-of-Arrival Measurements	10
3-D Rigid Body Localization Using 1-D AOA: Boundary Condition Analysis and Generic Majorization-Minimization Framework	10
Extended Joint EVD Algorithm for Widely Linear ARMA Source Separation	10
Signal Reconstruction From Quantized Noisy Samples of the Discrete Fourier Transform	10
A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods	10
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication	10
Learning-Based Maximum Likelihood Estimator for Angle-of-Arrival Localization	10
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	10
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	10
Widely-Linear MMSE Estimation of Complex-Valued Graph Signals	10
Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm	10
On Properties and Structure of the Analytic Singular Value Decomposition	10
Distribution-Agnostic Linear Unbiased Estimation With Saturated Weights for Heterogeneous Data	10
Synchrosqueezing-Based Short-Time Fractional Fourier Transform	10
PDMM: A Novel Primal-Dual Majorization-Minimization Algorithm for Poisson Phase-Retrieval Problem	10
Adaptive Polyak Step-Size for Momentum Accelerated Stochastic Gradient Descent With General Convergence Guarantee	10
Practical and Powerful Kernel-Based Change-Point Detection	10
Simpler Gradient Methods for Blind Super-Resolution With Lower Iteration Complexity	10
Joint Parameter Estimation From Binary Observations Over Decentralized Channels	10
Projection Filtering With Observed State Increments With Applications in Continuous-Time Circular Filtering	10
Diffusion Moving-Average Adaptation Over Networks	10
R-NL: Covariance Matrix Estimation for Elliptical Distributions Based on Nonlinear Shrinkage	10
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	10
Filter Distortions in Ultra High-Throughput Satellites: Models, Parameters and Multicarrier Optimization	10
On the Foundation of Sparsity Constrained Sensing—Part II: Diophantine Sampling With Arbitrary Temporal and Spatial Sparsity	10
A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis	10
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	10
Leveraging Variational Autoencoders for Parameterized MMSE Estimation	10
Percentile Optimization in Wireless Networks—Part I: Power Control for Max-Min-Rate to Sum-Rate Maximization (and Everything in Between)	10
An Enhanced Lattice Algorithm for Range Estimation Using Noisy Measurement With Phase Ambiguity	10
Distributionally Robust State Estimation for Jump Linear Systems	10
Data-Driven Quickest Change Detection in (Hidden) Markov Models	9
Transmit Waveform Design for Dual-Function Radar-Communication Systems via Hybrid Linear-Nonlinear Precoding	9
Reliable Robust Adaptive Steganographic Coding Based on Nested Polar Codes	9
A Fast and Efficient Change-Point Detection Framework Based on Approximate $k$-Nearest Neighbor Graphs	9
Virtual Array Interpolation for 2-D DOA and Polarization Estimation Using Coprime EMVS Array via Tensor Nuclear Norm Minimization	9
Block-Sparse Signal Recovery via General Total Variation Regularized Sparse Bayesian Learning	9
Decentralized Stochastic Optimization With Pairwise Constraints and Variance Reduction	9
Two Strategies in Transient Change Detection	9
A Novel Joint Angle-Range-Velocity Estimation Method for MIMO-OFDM ISAC Systems	9
$\ell_{1}-\ell_{q}$ ($1<q\leq 2$) Minimization for One-Bit Compressed Sensing	9
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	9
Learning State-Augmented Policies for Information Routing in Communication Networks	9
Wideband Sensor Resource Allocation for Extended Target Tracking and Classification	9
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions	9
Convolutional Learning on Multigraphs	9
Three Dimensional Source Localization Using Arrival Angles from Linear Arrays: Analytical Investigation and Optimal Solution	9
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior	9
Main-Lobe Beamwidth Constrained Target Localization Using Bistatic Range Measurements	9
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning	9
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation	9
Bistatic MIMO DFRC System Waveform Design via Symbol Distance/Direction Discrimination	9
Leveraging Joint-Diagonalization in Transform-Learning NMF	9
Efficient Recovery of Sparse Graph Signals From Graph Filter Outputs	9
Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms	9
Wideband Beamforming With RIS: A Unified Framework via Space-Frequency Transformation	9
Uplink to Downlink Channel Covariance Transformation in FDD Systems	9
A Radar Signal Deinterleaving Method Based on Semantic Segmentation with Neural Network	9
Sparse Representations of Positive Functions via First- and Second-Order Pseudo-Mirror Descent	9
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	9
Minimizing Low-Rank Models of High-Order Tensors: Hardness, Span, Tight Relaxation, and Applications	9
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors	9
A General Compressive Sensing Construct Using Density Evolution	9
Detection by Block- and Band-Permuted Data	9
Data-Driven Sensor Selection Method Based on Proximal Optimization for High-Dimensional Data With Correlated Measurement Noise	8
Non-Integer Arrays for Array Signal Processing	8
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method	8
Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization	8
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity	8
Underdetermined DOA Estimation for Wide-Band Stationary Sources in Unknown Noise Environment	8
A Cascaded Structure for Generalized Graph Filters	8
A Kalman Filter Framework for Simultaneous LTI Filtering and Total Variation Denoising	8
Robust Spectral Analysis of Multi-Channel Sinusoidal Signals in Impulsive Noise Environments	8
Fast Sampling and Reconstruction for Linear Inverse Problems: From Vectors to Tensors	8
Quantized Corrupted Sensing With Random Dithering	8
Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks	8
Bayesian Quickest Detection of Propagating Spatial Events	8
Tangent Bundle Convolutional Learning: From Manifolds to Cellular Sheaves and Back	8
On Non-Linear Trajectory Tracking via Variety-Based Background Subtraction Models	8
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification	8
Transferability Properties of Graph Neural Networks	8
A Robust Test for Elliptical Symmetry	8
Optimal Accuracy-Privacy Trade-Off of Inference as Service	8
Joint Network Topology Inference Via a Shared Graphon Model	8
Fast Iterative Soft-Output List Decoding of Polar Codes	8
On the Foundation of Sparsity Constrained Sensing— Part I: Sampling Theory and Robust Remainder Problem	8