OOIR: Observatory of International Research

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 2021-05-01 to 2025-05-01.)

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	374
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	309
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	248
RTSNet: Learning to Smooth in Partially Known State-Space Models	184
Fast and Robust Sparsity-Aware Block Diagonal Representation	153
Decentralized Multitask Online Convex Optimization Under Random Link Failures	107
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	107
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	97
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	88
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	87
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	85
On Optimal Quantization in Sequential Detection	77
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	70
Tensor Completion Network for Visual Data	70
Theoretical Bounds in Decentralized Hypothesis Testing	67
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	65
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	65
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	64
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	60
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	55
Unsupervised Learning of Sampling Distributions for Particle Filters	52
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	51
Multi-Scan Multi-Sensor Multi-Object State Estimation	51
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	51
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	49

Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	49
Phase Retrieval of Quaternion Signal via Wirtinger Flow	48
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	47
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	46
Learning Graph ARMA Processes From Time-Vertex Spectra	43
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	43
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	41
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	41
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	39
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	39
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	38
Dual-Function Beamforming Design for Multi-Target Localization and Reliable Communications	38