OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Signal Processing is 38. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Self-Regularity of Non-Negative Output Weights for Overparameterized Two-Layer Neural Networks	394
Robust Wideband Beampattern Synthesis With Precise Control of Worst-Case Beampattern	331
L${}_{\text{2}}$min${}^{\text{2/2s}}$: Efficient Linear Reconstruction Filter for Incremental Delta-Sigma ADCs	259
RTSNet: Learning to Smooth in Partially Known State-Space Models	188
NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts	156
Decentralized Multitask Online Convex Optimization Under Random Link Failures	109
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking	108
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems	99
Approaching Sub-Nyquist Boundary: Optimized Compressed Spectrum Sensing Based on Multicoset Sampler for Multiband Signal	91
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks	91
On Optimal Quantization in Sequential Detection	87
Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations	84
Tensor Completion Network for Visual Data	72
Propagation Map Reconstruction via Interpolation Assisted Matrix Completion	70
Theoretical Bounds in Decentralized Hypothesis Testing	70
Nonlinear Estimation Using Multiple Conversions With Optimized Extension for Target Tracking	68
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments	67
Unsupervised Learning of Sampling Distributions for Particle Filters	65
Modeling and State Estimation of Linear Destination-Constrained Dynamic Systems	61
Third-Order Nested Array: An Optimal Geometry for Third-Order Cumulants Based Array Processing	57
Sensor Network Localization via Riemannian Conjugate Gradient and Rank Reduction	57
Third-Order Sum-Difference Expansion: An Array Extension Strategy based on Third-Order Cumulants	55
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding	53
Learning Graph ARMA Processes From Time-Vertex Spectra	53
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	52

Phase Retrieval of Quaternion Signal via Wirtinger Flow	51
Iterative Difference Hard-Thresholding Algorithm for Sparse Signal Recovery	50
Rao, Wald, and Gradient Tests for Adaptive Detection of Swerling I Targets	48
Sub-Nyquist Tensor Beamformer: A Coprimality Constrained Design	46
Multi-Scan Multi-Sensor Multi-Object State Estimation	46
DDPG-Driven Deep-Unfolding With Adaptive Depth for Channel Estimation With Sparse Bayesian Learning	45
Sparse Stable Outlier-Robust Signal Recovery Under Gaussian Noise	43
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model	42
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	41
Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications	41
Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering	41
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	40
Fast and Robust Sparsity-Aware Block Diagonal Representation	39