IEEE Transactions on Signal Processing

Article	Citations
List of Reviewers	357
Adaptive Polyak Step-Size for Momentum Accelerated Stochastic Gradient Descent With General Convergence Guarantee	293
Tensor Completion Network for Visual Data	237
Approximating Multi-Dimensional and Multiband Signals	176
Theoretical Bounds in Decentralized Hypothesis Testing	146
Differentially Private Distributed Optimization Over Time-Varying Unbalanced Networks With Linear Convergence Rates	103
Inverse Unscented Kalman Filter	99
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters	95
Dynamic Spectrum Management in DSL With Asynchronous Crosstalk	85
Transmitter Precoder Design to Improve the Performance of the MUSIC Algorithm	84
One-Bit ADCs/DACs Based MIMO Radar: Performance Analysis and Joint Design	83
Communication-Efficient Design for Quantized Decentralized Federated Learning	67
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	67
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications	64
A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent	63
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?	62
Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling	62
Corrections to “Semiparametric CRB and Slepian-Bangs Formulas for Complex Elliptically Symmetric Distributions”	56
Lie Group Algebra Convolutional Filters	56
Optimized Gradient Tracking for Decentralized Online Learning	52
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval	52
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	51
Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure	49
Joint Design of Binary Probing Sequence Sets and Receive Filter Banks for MIMO PMCW Radar	49
Learnable Filters for Geometric Scattering Modules	48

Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability	48
On the Correlation Concentration of Discrete Prolate Spheroidal Sequences	47
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	45
Parameter Estimation in PMCW MIMO Radar Systems With Few-Bit Quantized Observations	42
Exponential Mixture Density Based Approximation to Posterior Cramér-Rao Lower Bound for Distributed Target Tracking	40
Online Optimization Under Randomly Corrupted Attacks	40
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	38
Localization of a Passive Object in 3-D by Propagation Time Delays to a Rigid Body Receiver of Unknown Location	38
Stable Estimation of Pulses of Unknown Shape From Multiple Snapshots via ESPRIT	37
Sequential Joint Detection and Estimation: Optimal Average Stopping Time	37
Physical Beam Sharing for Communications With Multiple Low Earth Orbit Satellites	36
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition	36
The WQN Algorithm for EEG Artifact Removal in the Absence of Scale Invariance	33
Leveraging Variational Autoencoders for Parameterized MMSE Estimation	32
Pivotal Auto-Encoder via Self-Normalizing ReLU	32
Orthogonal Expanded Memory Polynomial Model for Circular Complex Gaussian Processes	31
DISH: A Distributed Hybrid Optimization Method Leveraging System Heterogeneity	30
An Adversarially Robust Formulation of Linear Regression With Missing Data	30
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference	30
Learning-Based Maximum Likelihood Estimator for Angle-of-Arrival Localization	30
Simpler Gradient Methods for Blind Super-Resolution With Lower Iteration Complexity	30
On the Impact of Random Node Sampling on Adaptive Diffusion Networks	30
Physically Architected Recurrent Neural Networks for Nonlinear Dynamical Loudspeaker Modeling	29
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	29
Practical and Powerful Kernel-Based Change-Point Detection	29
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation	28
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization	28
New Insights Into Widely Linear MMSE Receivers for Communication Networks Using Data-Like Rectilinear or Quasi-Rectilinear Signals	28
A Coordinate Descent Approach to Atomic Norm Denoising	28
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	28
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders	27
The Generalized Method of Moments for Multi-Reference Alignment	27
Bayesian Sparse Blind Deconvolution Using MCMC Methods Based on Normal-Inverse-Gamma Prior	27
Compute-Update Federated Learning: A Lattice Coding Approach	26
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems	26
Deep Generative Models for Downlink Channel Estimation in FDD Massive MIMO Systems	26
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks	26
Observability Guaranteed Distributed Intelligent Sensing for Industrial Cyber-Physical System	26
Detecting Central Nodes From Low-Rank Excited Graph Signals via Structured Factor Analysis	25
A Covariant, Discrete Time-Frequency Representation Tailored for Zero-Based Signal Detection	25
Direct Signal Separation via Extraction of Local Frequencies With Adaptive Time-Varying Parameters	25
Distributed Constrained Online Convex Optimization Over Multiple Access Fading Channels	24
Widely Linear Maximum Complex Correntropy Criterion Affine Projection Algorithm and Its Performance Analysis	24
Corrections to “Design of Asymmetric Shift Operators for Efficient Decentralized Subspace Projection”	24
On the Impact of Channel Estimation on the Design and Analysis of IRSA Based Systems	24
Sample-Based and Feature-Based Federated Learning for Unconstrained and Constrained Nonconvex Optimization via Mini-batch SSCA	24
ChevOpt: Continuous-Time State Estimation by Chebyshev Polynomial Optimization	24
Adaptive Matrix Information Geometry Detector With Local Metric Tensor	24
Analog MIMO Communication for One-Shot Distributed Principal Component Analysis	24
Robust Phase Retrieval by Alternating Minimization	24

Spectrum Analysis for Multiband Signals With Nonuniform Sub-Nyquist Sampling in the Fractional Fourier Domain	24
Polarimetric GLRT for Adaptive Detection in General Array Configuration	23
Mixed-Timescale Request-Driven User Association, Trajectory and Radio Resource Control for Cache-Enabled Multi-UAV Networks	23
Robust Distributed Optimization With Randomly Corrupted Gradients	23
On Optimal Quantization in Sequential Detection	23
On the Benefits of Progressively Increasing Sampling Sizes in Stochastic Greedy Weak Submodular Maximization	22
Generalized Memory Approximate Message Passing for Generalized Linear Model	22
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	22
Distributed Learning for Optimal Spectrum Access in Dense Device-to-Device Ad-Hoc Networks	21
Uplink Sensing Using CSI Ratio in Perceptive Mobile Networks	21
Regret-Optimal Filtering for Prediction and Estimation	21
An Efficient Algorithm for Robust Fractional QCQP and its Applications to Multiuser Beamforming With Bounded Channel Uncertainties	21
Deep Contrastive Principal Component Analysis Adaptive to Nonlinear Data	21
Half-Inverted Array Design Scheme for Large Hole-Free Fourth-Order Difference Co-Arrays	21
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	21
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning	21
Joint Design of Periodic Binary Probing Sequences and Receive Filters for PMCW Radar	21
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	21
Denoising Noisy Neural Networks: A Bayesian Approach With Compensation	21
A Marginal Distributionally Robust MMSE Estimation for a Multisensor System With Kullback-Leibler Divergence Constraints	21
Nonlinear Filtering Based on Third-Degree Approximation Via Sequential Homotopy	21
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces	21
Semi-Blind Joint Channel and Symbol Estimation for IRS-Assisted MIMO Systems	21
Variable-Wise Diagonal Preconditioning for Primal-Dual Splitting: Design and Applications	21
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks	20
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	20
Bayesian Nonparametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis	20
Achievable Rates of Generalized Linear Systems With Orthogonal/Vector AMP Receiver	20
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	20
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	20
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems	20
Stable Remote Optimal Filtering and Fusion With Communication Driven by Cumulative Estimate Innovation	20
Quantized Low-Rank Multivariate Regression With Random Dithering	20
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	20
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem	19
RTSNet: Learning to Smooth in Partially Known State-Space Models	19
Fast and Robust Sparsity-Aware Block Diagonal Representation	19
Revisiting Deep Generalized Canonical Correlation Analysis	19
Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes	18
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis	18
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	18
Learning High-Dimensional Differential Graphs From Multiattribute Data	18
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning	18
Periodicity-Aware Signal Denoising Using Capon-Optimized Ramanujan Filter Banks and Pruned Ramanujan Dictionaries	18
A Synchro-Set-Aided Breadth-First Sphere Decoder for Polar-Coded MIMO Systems	18
Decentralized Multitask Online Convex Optimization Under Random Link Failures	18
General Tensor Least-Mean-Squares Filter for Multi-Channel Multi-Relational Signals	18
Learning Graph ARMA Processes From Time-Vertex Spectra	18
Slepian Scale-Discretised Wavelets on the Sphere	18
Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning	18
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	18
Mixed Max-and-Min Fractional Programming for Wireless Networks	18
Corrections to “Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data”	18
Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography	18
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	17
Overcomplete Multiscale Dictionary of Slepian Functions for HEALPix on the Sphere	17
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	17
Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing	17
Distributed Learning Over Networks With Graph-Attention-Based Personalization	17
Blind Goal-Oriented Massive Access for Future Wireless Networks	17
Compressed Sensing Radar Detectors Under the Row-Orthogonal Design Model: A Statistical Mechanics Perspective	17
A Robust Framework to Design Optimal Sensor Locations for TOA or RSS Source Localization Techniques	17
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar	17
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models	16
Phase Retrieval of Quaternion Signal via Wirtinger Flow	16
Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization	16
Quantization for Decentralized Learning Under Subspace Constraints	16
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	16
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	16
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret	16
Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources Than Sensors: A Deep Learning Methodology	16
A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation	16
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks	16
Augmented Affine Projection Algorithm Based on Error Nonlinearity and Its Simplified Version	16
Super-Resolution With Sparse Arrays: A Nonasymptotic Analysis of Spatiotemporal Trade-Offs	15
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	15
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry	15
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	15
Maximum Likelihood-Based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL With Grid Refinement	15
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems	15

Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection	15
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference	15
Probability of Resolution of MUSIC and g-MUSIC: An Asymptotic Approach	15
Ordered Reliability Bits Guessing Random Additive Noise Decoding	15
Barankin-Type Bound for Constrained Parameter Estimation	15
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	15
Multi-Scan Multi-Sensor Multi-Object State Estimation	15
Fairness-Oriented Multiple RIS-Aided mmWave Transmission: Stochastic Optimization Methods	15
Localization by Signals of Opportunity in the Absence of Transmitter Position	15
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	15
Quaternion Information Filters With Inaccurate Measurement Noise Covariance: A Variational Bayesian Method	14
Tractable Evaluation of Stein's Unbiased Risk Estimate With Convex Regularizers	14
Time Encoding via Unlimited Sampling: Theory, Algorithms and Hardware Validation	14
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	14
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima	14
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	14
Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis	14
Joint Sampling and Reconstruction of Time-Varying Signals Over Directed Graphs	14
Asymptotic Performance of TDOA Estimation Using Satellites	14
Direct Multipath-Based SLAM	14
Enhanced Solutions for the Block-Term Decomposition in Rank-$(L_{r},L_{r},1)$ Terms	14
Performance Analysis and Power Allocation for Massive MIMO ISAC Systems	14
Unsupervised Learning of Sampling Distributions for Particle Filters	14
Enforcing Privacy in Distributed Learning With Performance Guarantees	13
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming	13
Underdetermined DOA Estimation for Wide-Band Stationary Sources in Unknown Noise Environment	13
Nondominated-Solution-Based Multi-Objective Greedy Sensor Selection for Optimal Design of Experiments	13
Distributed Adaptive Spatial Filtering With Inexact Local Solvers	13
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	13
Arithmetic Average Density Fusion - Part IV: Distributed Heterogeneous Fusion of RFS and LRFS Filters via Variational Approximation	13
An Investigation of Using Rigid Body Receivers for Locating a Non-Cooperative Object by Pseudo-Ranges in the Absence of Synchronization	13
DoA Estimation for Hybrid Receivers: Full Spatial Coverage and Successive Refinement	13
Enhanced Graph-Learning Schemes Driven by Similar Distributions of Motifs	13
Relative Entropy Based Jamming Signal Design Against Radar Target Detection	13
Generalized Quantum State Tomography With Hybrid Denoising Priors	13
Structured Tensor Decomposition for FDD Massive MIMO Downlink Channel Reconstruction	13
Recursive Quadratic Filtering for Linear Discrete Non-Gaussian Systems Over Time-Correlated Fading Channels	12
3-D Rigid Body Localization Using 1-D AOA: Boundary Condition Analysis and Generic Majorization-Minimization Framework	12
Locally Differentially Private Online Federated Learning With Correlated Noise	12
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication	12
Three Dimensional Source Localization Using Arrival Angles from Linear Arrays: Analytical Investigation and Optimal Solution	12
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	12
Optimal Bayesian Regression With Vector Autoregressive Data Dependency	12
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes	12
A Decentralized Primal-Dual Method With Quasi-Newton Tracking	12
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets	12
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	12
Block-Sparse Signal Recovery via General Total Variation Regularized Sparse Bayesian Learning	12
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	12
On the Foundation of Sparsity Constrained Sensing— Part I: Sampling Theory and Robust Remainder Problem	12
Polarization Diversity Detection and Localization of a Target With Energy Spillover	12
Ziv-Zakai Bound for DOAs Estimation	12
MIMO Multifunction RF Systems: Detection Performance and Waveform Design	12
Identification of ARMAX Models With Noisy Input: A Parametric Frequency Domain Solution	12
Reinforcement Learning Based Online Algorithm for Near-Field Time-Varying IRS Phase Shift Optimization: System Evolution Perspective	12
A Generalized Nyquist-Shannon Sampling Theorem Using the Koopman Operator	12
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem	12
Bayesian Two-Sample Hypothesis Testing Using the Uncertain Likelihood Ratio: Improving the Generalized Likelihood Ratio Test	12
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU	12
Adaptive Graph-Constrained Group Testing	12
Reinforcement Learning for Motion Policies in Mobile Relaying Networks	12
Energy-Efficient Flat Precoding for MIMO Systems	12
Polar Deconvolution of Mixed Signals	12
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System	12
Optimal Beamforming for MIMO DFRC Systems With Transmit Covariance Constraints	12
Extended Object Tracking Using Aspect Ratio	12
Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm	12
3-D Array Image Data Completion by Tensor Decomposition and Nonconvex Regularization Approach	12
Auxiliary Diffusion Strategy Against Link Noises Over Distributed Networks	12
Efficient Algorithms for Constant-Modulus Analog Beamforming	12
Joint Parameter Estimation From Binary Observations Over Decentralized Channels	12
A Sparse Fixed-Point Online KPCA Extraction Algorithm	11
Estimation of Complex-Valued Laplacian Matrices for Topology Identification in Power Systems	11
Single-Shot Phase Retrieval From a Fractional Fourier Transform Perspective	11
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-Offs	11
Fast Iterative Soft-Output List Decoding of Polar Codes	11
Pairwise Node Localization From Differences in Their UWB Channels to Observer Nodes	11
Local Strong Convexity of Source Localization and Error Bound for Target Tracking under Time-of-Arrival Measurements	11
An Efficient Analytic Solution for Joint Blind Source Separation	11
A Novel Joint Angle-Range-Velocity Estimation Method for MIMO-OFDM ISAC Systems	11
Sparse Enhancement of MIMO Radar Exploiting Moving Transmit and Receive Arrays for DOA Estimation: From the Perspective of Synthetic Coarray	11
Neural Koopman Prior for Data Assimilation	11
Outliers Detection by Signal Subspace Matching	11
Constant Modulus Waveform Estimation and Interference Suppression via Two-Stage Fractional Program-Based Beamforming	11
An Enhanced Lattice Algorithm for Range Estimation Using Noisy Measurement With Phase Ambiguity	11
Quantized Corrupted Sensing With Random Dithering	11
$\ell_{1}-\ell_{q}$ ($1<q\leq 2$) Minimization for One-Bit Compressed Sensing	11
Diffusion Moving-Average Adaptation Over Networks	11
HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising	11
Multi-Objective Multi-Agent Planning for Discovering and Tracking Multiple Mobile Objects	11
Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-Supervised Learning	11
Projection Filtering With Observed State Increments With Applications in Continuous-Time Circular Filtering	11
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective	11
Parameter Training Methods for Convolutional Neural Networks With Adaptive Adjustment Method Based on Borges Difference	11
A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization	11