OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Signal Processing is 42. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	442
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	403
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	305
Decentralized Multitask Online Convex Optimization Under Random Link Failures	209
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	174
On Optimal Quantization in Sequential Detection	121
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	113
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	106
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	105
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	104
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	101
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	95
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	78
Theoretical Bounds in Decentralized Hypothesis Testing	77
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	76
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	76
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	76
Sampling and Uniqueness Sets in Graphon Signal Processing	74
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	72
RTSNet: Learning to Smooth in Partially Known State-Space Models	69
Learning Graph ARMA Processes From Time-Vertex Spectra	64
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	63
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	58
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	56
Multi-Scan Multi-Sensor Multi-Object State Estimation	55

Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	55
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	55
Fast and Robust Sparsity-Aware Block Diagonal Representation	55
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	54
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	52
Unsupervised Learning of Sampling Distributions for Particle Filters	50
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	50
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	49
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	48
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	48
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	47
Tensor Completion Network for Visual Data	47
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	46
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	45
Phase Retrieval of Quaternion Signal via Wirtinger Flow	44
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	43
A Cascaded Structure for Generalized Graph Filters	42