IEEE Transactions on Signal Processing

Papers
(The TQCC of IEEE Transactions on Signal Processing is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks374
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern309
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs248
RTSNet: Learning to Smooth in Partially Known State-Space Models184
Fast and Robust Sparsity-Aware Block Diagonal Representation153
Decentralized Multitask Online Convex Optimization Under Random Link Failures107
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts107
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking97
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems88
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks87
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal85
On Optimal Quantization in Sequential Detection77
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations70
Tensor Completion Network for Visual Data70
Theoretical Bounds in Decentralized Hypothesis Testing67
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion65
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning65
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking64
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments60
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching55
Unsupervised Learning of Sampling Distributions for Particle Filters52
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model51
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference51
Multi-Scan Multi-Sensor Multi-Object State Estimation51
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise49
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets49
Phase Retrieval of Quaternion Signal via Wirtinger Flow48
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection47
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design46
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing43
Learning Graph ARMA Processes From Time-Vertex Spectra43
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery41
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems41
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering39
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications39
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction38
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications38
A Cascaded Structure for Generalized Graph Filters36
Graph Signal Processing Over a Probability Space of Shift Operators36
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method36
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design35
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis35
Optimal Transport Based Impulse Response Interpolation in the Presence of Calibration Errors34
A Sparse Fixed-Point Online KPCA Extraction Algorithm34
One-Bit Channel Estimation for IRS-Aided Millimeter-Wave Massive MU-MISO System34
Guaranteed Private Communication With Secret Block Structure34
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function33
High-Throughput Adaptive List Decoding Architecture for Polar Codes on GPU33
On Properties and Structure of the Analytic Singular Value Decomposition33
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems32
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions32
Convex Quaternion Optimization for Signal Processing: Theory and Applications32
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning32
Functional Bayesian Filter31
Active Sampling of Multiple Sources for Sequential Estimation31
One-Bit Target Detection in Colocated MIMO Radar With Colored Background Noise30
The Adaptive τ-Lasso: Robustness and Oracle Properties30
Two Strategies in Transient Change Detection30
Learning State-Augmented Policies for Information Routing in Communication Networks29
Fast Iterative Soft-Output List Decoding of Polar Codes29
Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering29
On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares28
Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification28
A General Compressive Sensing Construct Using Density Evolution28
Optimal Accuracy-Privacy Trade-Off of Inference as Service28
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions27
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems27
On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares27
Graph Filters for Signal Processing and Machine Learning on Graphs27
An Efficient Algorithm for a Class of Large-Scale Support Vector Machines Exploiting Hidden Sparsity27
Generalized Unitary Approximate Message Passing for Double Linear Transformation Model26
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers26
Probabilistically Robust Design of Radar Waveform-Filter for Extended Target Detection in the Presence of Clutter26
Spectral Mappings for Graph Wavelets26
Channel Estimation and Beamforming for Beyond Diagonal Reconfigurable Intelligent Surfaces26
Simplicial Vector Autoregressive Models25
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup25
Generalized Channel Probing and Generalized Pre-Processing for Secret Key Generation25
On Interference-Rejection Using Riemannian Geometry for Direction of Arrival Estimation25
Simplicial Convolutional Filters25
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO24
Coded Computation Across Shared Heterogeneous Workers With Communication Delay24
Multi-Channel Factor Analysis: Identifiability and Asymptotics24
Grid-Based Bayesian Filters With Functional Decomposition of Transient Density24
Ziv-Zakai Bound for Compressive Time Delay Estimation24
MIML-GAN: A GAN-Based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition24
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms24
Efficient Super-Resolution Two-Dimensional Harmonic Retrieval With Multiple Measurement Vectors24
Covariance-Free Sparse Bayesian Learning23
Graph Neural Networks Over the Air for Decentralized Tasks in Wireless Networks23
Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning23
Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics23
Tracking Control for Stochastic Learning Systems Over Changing Durations22
Distributed Policy Gradient for Linear Quadratic Networked Control With Limited Communication Range22
Edgewise Outliers of Network Indexed Signals22
Multilinear Karhunen-Loève Transforms22
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach22
Theoretical Insights and Practical Algorithms for Transceiver Design of PMCW Radar22
Gaussian Multi-Target Filtering With Target Dynamics Driven by a Stochastic Differential Equation22
Two-Dimensional Multi-Target Detection: An Autocorrelation Analysis Approach22
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent22
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures—Algorithms22
Distributed Matrix Multiplication Based on Frame Quantization for Straggler Mitigation22
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach22
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach22
Enhancing Missing Data Imputation of Non-Stationary Oscillatory Signals With Harmonic Decomposition22
Non-Bayesian Parametric Missing-Mass Estimation22
Learning Resilient Radio Resource Management Policies With Graph Neural Networks22
Efficient Frequency Estimation Algorithm Based on Chirp-Z Transform21
D2CN: Distributed Deep Convolutional Network21
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems21
Procrustes Analysis on the Manifold of SPSD Matrices for Data Sets Alignment21
Regularized Linear Regression via Covariance Fitting21
A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models21
Delayed Combination of Adaptive Filters in Colored Noise21
Multi-Signal Approaches for Repeated Sampling Schemes in Inertial Sensor Calibration21
Projection-Based Multiple Notch Filtering20
Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs20
Ultra-Low-Complexity Algorithms With Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems20
Upper Bound of Null Space Constant $\rho(p,t,A,k)$ and High-Order Restricted Isometry Constant $\delta_{tk}$ for Sparse Recovery via $\ell_{p}$ Minimization20
Interval Design for Signal Parameter Estimation From Quantized Data19
Localized Distributional Robustness in Submodular Multi-Task Subset Selection19
One-Bit Phase Retrieval: More Samples Means Less Complexity?19
Identifiable Solutions to Foreground Signature Extraction From Hyperspectral Images in an Intimate Mixing Scenario19
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing19
FadeLoc: Smart Device Localization for Generalized ${\kappa {-} \mu}$ Faded IoT Environment19
On Local Distributions in Graph Signal Processing19
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding19
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors19
Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments19
Simultaneous Topology and Loss Tomography via a Modified Theme Dictionary Model19
Fixed-Horizon Active Hypothesis Testing and Anomaly Detection19
Spatially Non-Stationary XL-MIMO Channel Estimation: A Three-Layer Generalized Approximate Message Passing Method19
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment18
Channel Estimation for Massive MIMO: An Information Geometry Approach18
Efficient-Adam: Communication-Efficient Distributed Adam18
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality18
Outlier Censoring via Block Sparse Learning18
Direct Target Localization for Distributed Passive Radars With Direct-Path Interference Suppression18
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing18
Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter18
A Unified Framework for STAR-RIS Coefficients Optimization18
Linearly-Involved Moreau-Enhanced-Over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression18
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis18
Generalization of Geometric Graph Neural Networks With Lipschitz Loss Functions18
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix18
The Mirror Transform17
Online Bayesian Learning and Inference for OTHR Target Tracking and Registration17
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee17
Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels17
Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions17
Joint Design of Shuffling and Function Assignment in Heterogeneous Coded Distributed Computing17
Joint Node Selection and Resource Allocation Optimization for Cooperative Sensing With a Shared Wireless Backhaul17
Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification17
List of Reviewers17
Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis17
DINE: Decentralized Inexact Newton With Exact Linear Convergence Rate17
Tensor Wiener Filter17
Exploration on 2D DOA Estimation of Linear Array Motion: Uniform and Sparse Circular Motion17
Diffusion Bayesian Decorrelation Algorithms Over Networks17
An Iterative Warping and Clustering Algorithm to Estimate Multiple Wave-Shape Functions From a Nonstationary Oscillatory Signal17
A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization17
STSyn: Speeding Up Local SGD With Straggler-Tolerant Synchronization16
A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane16
Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization16
Fast Algorithm for Joint Unicast and Multicast Beamforming for Large-Scale Massive MIMO16
Channel Estimation for RIS Assisted Wireless Communications: Stationary or Non-Stationary?16
Large-Scale Independent Vector Analysis (IVA-G) via Coresets16
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models16
Learning by Transference: Training Graph Neural Networks on Growing Graphs16
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning16
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks16
Angular Parameter Estimation for Incoherently Distributed Sources With Single RF Chain16
Parameterized Resampling Time-Frequency Transform16
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots15
Active Sensing for Reciprocal MIMO Channels15
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations15
A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks15
Deep Task-Based Analog-to-Digital Conversion15
Dynamic Shrinkage Estimation of the High-Dimensional Minimum-Variance Portfolio15
The Diffusion Entropy Stochastic Gradient Descent Algorithm With Quasi-Optimal Combiners: Formulation and Analysis15
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks15
Distributed Reptile Algorithm for Meta-Learning Over Multi-Agent Systems15
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems15
Vector-FRI Recovery of Multi-Sensor Measurements15
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning15
Sequential Estimation of Gaussian Process-Based Deep State-Space Models15
A Frequency-Selective Digital Predistortion Method Based on a Generalized Indirect Learning Architecture15
Nested Tensor-Based Integrated Sensing and Communication in RIS-Assisted THz MIMO Systems15
Exact Short-Time Identification of Rational or Polynomial Exponent Signals15
QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming15
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models15
Joint Transmit and Receive Wideband Beamforming for Spatial SIC in STAR Phased Array Systems14
UNO: Unlimited Sampling Meets One-Bit Quantization14
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays14
Riemannian Low-Rank Model Compression for Federated Learning With Over-the-Air Aggregation14
Multilinear Generalized Singular Value Decomposition (ML-GSVD) and Its Application to Multiuser MIMO Systems14
Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis14
Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing14
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach14
Deep Unfolding With Normalizing Flow Priors for Inverse Problems14
Globally Optimal Max-Min Rate Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems14
Differential error feedback for communication-efficient decentralized learning14
Asymmetric Beampattern Synthesis for Rectangular Planar Array via Window Function Design14
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach14
Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback14
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures14
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA14
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization14
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments14
Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection14
List of Reviewers13
ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation13
An Efficient Algorithm for Robust Fractional QCQP and its Applications to Multiuser Beamforming With Bounded Channel Uncertainties13
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems13
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval13
Hardware-Aware Design of Multiplierless Second-Order IIR Filters With Minimum Adders13
Parametric Minimum Error Entropy Criterion: A Case Study in Blind Sensor Fusion and Regression Problems13
Compute-Update Federated Learning: A Lattice Coding Approach13
Weak Signal Detection With Low-Bit Quantization in Colocated MIMO Radar13
MaRLI: Attack on the Discrete-Phase WISL Minimization Problem13
RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces13
Wide and Deep Graph Neural Network With Distributed Online Learning13
Practical and Powerful Kernel-Based Change-Point Detection13
Robust Distributed Optimization With Randomly Corrupted Gradients13
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models13
Lie Group Algebra Convolutional Filters13
Radar Imaging Based on IEEE 802.11ad Waveform in V2I Communications12
Multi-Objective Multi-Agent Planning for Discovering and Tracking Multiple Mobile Objects12
Joint Design of Doppler Resilient Unimodular Discrete Phase Sequence Waveform and Receiving Filter for Multichannel Radar12
Percentile Optimization in Wireless Networks—Part I: Power Control for Max-Min-Rate to Sum-Rate Maximization (and Everything in Between)12
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters12
Asymptotic Performance of TDOA Estimation Using Satellites12
Structured Directional Pruning via Perturbation Orthogonal Projection12
On the Primal Feasibility in Dual Decomposition Methods Under Additive and Bounded Errors12
Non-Uniform Sparse Fourier Transform and Its Applications12
Non-Integer Arrays for Array Signal Processing12
HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising12
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning12
Revisiting Deep Generalized Canonical Correlation Analysis12
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications12
Minimizing Low-Rank Models of High-Order Tensors: Hardness, Span, Tight Relaxation, and Applications12
Joint Network Topology Inference Via a Shared Graphon Model12
Leveraging Joint-Diagonalization in Transform-Learning NMF12
Comments on “Design of Asymmetric Shift Operators for Efficient Decentralized Subspace Projection”12
Proximal Alternating Partially Linearized Minimization for Perturbed Compressive Sensing12
A Coordinate Descent Approach to Atomic Norm Denoising12
Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis12
Online Federated Reproduced Gradient Descent With Time-Varying Global Optima12
Uplink to Downlink Channel Covariance Transformation in FDD Systems12
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