IEEE Transactions on Signal Processing

Papers
(The H4-Index of IEEE Transactions on Signal Processing is 36. 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 2021-04-01 to 2025-04-01.)
ArticleCitations
List of Reviewers357
Adaptive Polyak Step-Size for Momentum Accelerated Stochastic Gradient Descent With General Convergence Guarantee293
Tensor Completion Network for Visual Data237
Approximating Multi-Dimensional and Multiband Signals176
Theoretical Bounds in Decentralized Hypothesis Testing146
Differentially Private Distributed Optimization Over Time-Varying Unbalanced Networks With Linear Convergence Rates103
Inverse Unscented Kalman Filter99
Cramér-Rao Lower Bounds for Unconstrained and Constrained Quaternion Parameters95
Dynamic Spectrum Management in DSL With Asynchronous Crosstalk85
Transmitter Precoder Design to Improve the Performance of the MUSIC Algorithm84
One-Bit ADCs/DACs Based MIMO Radar: Performance Analysis and Joint Design83
Communication-Efficient Design for Quantized Decentralized Federated Learning67
Three-Dimensional Localization of Mixed Near-Field and Far-Field Sources Based on a Unified Exact Propagation Model67
High-Accuracy Positioning Services for High-Speed Vehicles in Wideband mmWave Communications64
A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent63
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?62
Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling62
Corrections to “Semiparametric CRB and Slepian-Bangs Formulas for Complex Elliptically Symmetric Distributions”56
Lie Group Algebra Convolutional Filters56
Optimized Gradient Tracking for Decentralized Online Learning52
A New Inexact Proximal Linear Algorithm With Adaptive Stopping Criteria for Robust Phase Retrieval52
Hybrid Data-Induced Kalman Filtering Approach and Application in Beam Prediction and Tracking51
Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure49
Joint Design of Binary Probing Sequence Sets and Receive Filter Banks for MIMO PMCW Radar49
Learnable Filters for Geometric Scattering Modules48
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability48
On the Correlation Concentration of Discrete Prolate Spheroidal Sequences47
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems45
Parameter Estimation in PMCW MIMO Radar Systems With Few-Bit Quantized Observations42
Exponential Mixture Density Based Approximation to Posterior Cramér-Rao Lower Bound for Distributed Target Tracking40
Online Optimization Under Randomly Corrupted Attacks40
Favor the Tortoise Over the Hare: An Efficient Detection Algorithm for Cooperative Networks38
Localization of a Passive Object in 3-D by Propagation Time Delays to a Rigid Body Receiver of Unknown Location38
Stable Estimation of Pulses of Unknown Shape From Multiple Snapshots via ESPRIT37
Sequential Joint Detection and Estimation: Optimal Average Stopping Time37
Physical Beam Sharing for Communications With Multiple Low Earth Orbit Satellites36
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition36
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