OOIR: Observatory of International Research

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 2021-08-01 to 2025-08-01.)

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	421
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	385
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	290
Decentralized Multitask Online Convex Optimization Under Random Link Failures	196
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	169
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	118
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	111
On Optimal Quantization in Sequential Detection	103
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	101
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	99
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	94
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	91
Parametric Joint Target Detection and Localization Using Message Passing for Distributed Passive MIMO Radar	76
Third-Order Sum-Difference Expansion: An Array Extension Strategy Based on Third-Order Cumulants	76
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	74
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	72
Tensor Completion Network for Visual Data	72
Theoretical Bounds in Decentralized Hypothesis Testing	70
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	70
Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals	64
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	64
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	63
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	58
Sampling and Uniqueness Sets in Graphon Signal Processing	55
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	55

Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	53
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	52
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	52
Multi-Scan Multi-Sensor Multi-Object State Estimation	52
RTSNet: Learning to Smooth in Partially Known State-Space Models	51
Unsupervised Learning of Sampling Distributions for Particle Filters	50
Phase Retrieval of Quaternion Signal via Wirtinger Flow	48
Learning Graph ARMA Processes From Time-Vertex Spectra	48
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	46
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	45
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	44
Fast and Robust Sparsity-Aware Block Diagonal Representation	44
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	44
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	42
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	42
A Cascaded Structure for Generalized Graph Filters	41
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	41