IEEE Transactions on Signal Processing

Papers
(The H4-Index of IEEE Transactions on Signal Processing is 41. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks180
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments177
Theoretical Bounds in Decentralized Hypothesis Testing146
Learning Graph ARMA Processes From Time-Vertex Spectra144
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals131
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering126
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint117
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking112
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern86
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems84
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding81
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing77
Sampling and Uniqueness Sets in Graphon Signal Processing75
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts75
Unsupervised Learning of Sampling Distributions for Particle Filters74
Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks72
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs68
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design64
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation63
Fast and Robust Sparsity-Aware Block Diagonal Representation62
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants62
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise61
Einstein From Noise: Statistical Analysis60
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking56
Over-the-Air Computation on Network Edge for Collaborative Estimation55
Tensor Completion Network for Visual Data54
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction53
Longtime Adaptive Coherent Detection in Heterogeneous Compound-Gaussian Sea Clutter52
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar49
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets47
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery46
Decentralized Multitask Online Convex Optimization Under Random Link Failures46
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model45
RTSNet: Learning to Smooth in Partially Known State-Space Models45
Phase Retrieval of Quaternion Signal via Wirtinger Flow45
Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design44
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis44
A Generalized Multidimensional Chinese Remainder Theorem (MD-CRT) for Multiple Integer Vectors43
Graph Signal Processing Over a Probability Space of Shift Operators42
Learning State-Augmented Policies for Information Routing in Communication Networks42
Robust Low-Rank Matrix Recovery via Hybrid Ordinary-Welsch Function41
Radar Space-Time Domino-Sparse-Pulse Feedback Beampattern Synthesis41
Learning Graphons From Data: Random Walks, Transfer Operators, and Spectral Clustering41
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