IEEE Transactions on Signal Processing

Papers
(The H4-Index of IEEE Transactions on Signal Processing is 38. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks173
Decentralized Multitask Online Convex Optimization Under Random Link Failures159
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments141
Theoretical Bounds in Decentralized Hypothesis Testing139
Learning Graph ARMA Processes From Time-Vertex Spectra126
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals114
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering110
Phase Retrieval of Quaternion Signal via Wirtinger Flow103
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint80
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking70
Longtime Adaptive Coherent Detection in Heterogeneous Compound-Gaussian Sea Clutter68
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction68
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern68
Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks65
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs64
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design63
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation61
Fast and Robust Sparsity-Aware Block Diagonal Representation60
Tensor Completion Network for Visual Data57
Over-the-Air Computation on Network Edge for Collaborative Estimation57
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery56
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants56
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems54
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding53
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar51
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing49
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking47
Sampling and Uniqueness Sets in Graphon Signal Processing47
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise45
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts45
RTSNet: Learning to Smooth in Partially Known State-Space Models43
Unsupervised Learning of Sampling Distributions for Particle Filters43
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets43
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model42
Einstein From Noise: Statistical Analysis42
A General Compressive Sensing Construct Using Density Evolution39
A Generalized Multidimensional Chinese Remainder Theorem (MD-CRT) for Multiple Integer Vectors38
A Sparse Fixed-Point Online KPCA Extraction Algorithm38
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design38
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis38
The Adaptive $\tau$-Lasso: Robustness and Oracle Properties38
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