OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Signal and Information Processing Over Networks is 4. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Robust Time-Varying Graph Signal Recovery for Dynamic Physical Sensor Network Data	62
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	33
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	26
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	23
Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms	23
Learning Hypergraphs Tensor Representations From Data via t-HGSP	22
Frequency-Domain Diffusion Bias-Compensated Adaptation With Periodic Communication	21
Robust Online Modeling of Counts in Agent Networks	20
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	19
Uncertainty Quantification in Graphon Estimation Using Generalized Fiducial Inference	18
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition	17
Information Fusion via Importance Sampling	16
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	15
Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks	15
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	15
On Large-Scale Multiple Testing Over Networks: An Asymptotic Approach	14
Transactions on Signal and Information Processing Over Networks Publication Information	13
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	13
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	13
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	12
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	11
Multivariate Time Series Forecasting With GARCH Models on Graphs	10
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	10
Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks	10
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	10

Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	10
Unifying Epidemic Models With Mixtures	10
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	9
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme	9
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	9
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	9
Detection and Recovery of Hidden Submatrices	9
SVD-Based Graph Fourier Transforms on Directed Product Graphs	9
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	8
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	8
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	8
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	8
IEEE Signal Processing Society Information	8
Cooperative Mode Switching-Based Cognitive NOMA With Transmit Antenna and User Selection	7
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	7
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	6
Byzantine-Robust Distributed Learning With Compression	6
Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements	6
Barycentric Coordinate-Based Distributed Localization Over 3-D Underwater Wireless Sensor Networks	6
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	6
Gradient-Based Spectral Embeddings of Random Dot Product Graphs	6
Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters	6
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	5
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	5
Permutation Entropy for Graph Signals	5
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	5
Distributed Constrained Optimization Algorithm for Higher-Order Multi-Agent Systems	5
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	5
Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain	5
Likelihood-Based Inference for Modelling Packet Transit From Thinned Flow Summaries	5
EDICS: Transactions on Signal and Information Processing Over Networks	5
Hybrid-Triggered Output Feedback Containment Control for Multi-Agent Systems With Missing Measurements	4
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval	4
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks	4
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	4
Novel Information-Theoretic Game-Theoretical Insights to Broadcasting	4
Stability of Aggregation Graph Neural Networks	4
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	4
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	4
How Likely is a Random Network Graph Shift-Enabled?	4
Lyapunov-Optimized and Energy-Constrained Stable Online Computation Offloading in Wireless Microtremor Sensor Networks	4
Tensor Completion Using High-Order Spatial Delay Embedding for IoT Multi-Attribute Data Reconstruction	4
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	4