IEEE Transactions on Signal Processing

Papers
(The H4-Index of IEEE Transactions on Signal Processing is 37. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets167
Fast and Robust Sparsity-Aware Block Diagonal Representation153
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise137
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants137
Phase Retrieval of Quaternion Signal via Wirtinger Flow123
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering107
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks106
Unsupervised Learning of Sampling Distributions for Particle Filters101
Decentralized Multitask Online Convex Optimization Under Random Link Failures70
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model69
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding67
RTSNet: Learning to Smooth in Partially Known State-Space Models65
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar65
Einstein from Noise: Statistical Analysis62
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing62
Sampling and Uniqueness Sets in Graphon Signal Processing62
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking60
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems60
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery55
Theoretical Bounds in Decentralized Hypothesis Testing55
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts55
Learning Graph ARMA Processes From Time-Vertex Spectra52
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals49
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction48
Zonotopic Distributed Fusion Filtering for 2-D Nonlinear Systems Over Sensor Networks: A Channel-Based Bit Rate Constraint47
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs47
Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks47
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments46
Tensor Completion Network for Visual Data44
Over-the-Air Computation on Network Edge for Collaborative Estimation43
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking42
6D Rigid Body Localization and Velocity Estimation via Gaussian Belief Propagation42
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern42
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design39
A $\mathcal{K}$-Divergence Based Approach for Robust Regression Analysis37
Longtime Adaptive Coherent Detection in Heterogeneous Compound-Gaussian Sea Clutter37
A General Compressive Sensing Construct Using Density Evolution37
Distributed Inference With Variational Message Passing in Gaussian Graphical Models: Tradeoffs in Message Schedules and Convergence Conditions37
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