OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Signal and Information Processing Over Networks is 6. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Decentralized Federated Learning: Balancing Communication and Computing Costs	62
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent	33
A Multi-Agent Collaborative Environment Learning Method for UAV Deployment and Resource Allocation	26
Federated Tobit Kalman Filtering Fusion With Dead-Zone-Like Censoring and Dynamical Bias Under the Round-Robin Protocol	23
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	23
Probability-Guaranteed Distributed Secure Estimation for Nonlinear Systems Over Sensor Networks Under Deception Attacks on Innovations	23
Secure Transmission Scheme Based on Fingerprint Positioning in Cell-Free Massive MIMO Systems	23
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	22
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness	21
Multi-Bit & Sequential Decentralized Detection of a Noncooperative Moving Target Through a Generalized Rao Test	20
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme	19
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities	18
A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization	18
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis	17
Distributed Estimation Under Sensor Attacks: Linear and Nonlinear Measurement Models	16
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	16
Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency	16
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	15
Multi-Slope Path Loss and Position Estimation With Grid Search and Experimental Results	15
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	15
A Variable Parameter LMS Algorithm Based on Generalized Maximum Correntropy Criterion for Graph Signal Processing	15
Distributed Training of Graph Convolutional Networks	14
Event-Based Pinning Synchronization Control for Time-Delayed Complex Dynamical Networks: The Finite-Time Boundedness	14
Robust Adaptive Steganography Based on Dither Modulation and Modification With Re-Compression	14
Model-Free Adaptive Control for Nonlinear Multi-Agent Systems With Encoding-Decoding Mechanism	13

Differentially Private Distributed Resource Allocation via Deviation Tracking	13
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks	13
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	13
Auxiliary Particle Filtering Over Sensor Networks Under Protocols of Amplify-and-Forward and Decode-and-Forward Relays	12
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies	12
Further Studies on Sampled-Data Consensus of Multi-Agent Systems With Communication Delays	12
Optimal Curing Strategy for Competing Epidemics Spreading Over Complex Networks	12
Recursive Secure Filtering Over Gilbert-Elliott Channels in Sensor Networks: The Distributed Case	12
A Resilient Approach to Recursive Distributed Filtering for Multirate Systems Over Sensor Networks With Time-Correlated Fading Channels	11
Fair Contrastive Learning on Graphs	11
Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems	11
Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow	10
Distributed Adaptive Signal Estimation in Wireless Sensor Networks With Partial Prior Knowledge of the Desired Sources Steering Matrix	10
Discrete-Time Periodic Event-Triggered Distributed Set-Membership Estimation Over Sensor Networks	10
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol	10
Seeking Velocity-Free Consensus for Multi-Agent Systems With Nonuniform Communication and Measurement Delays	10
Stochastic Event-Triggered Distributed Fusion Estimation Under Jamming Attacks	10
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks	10
Kernel-Based Graph Learning From Smooth Signals: A Functional Viewpoint	10
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	10
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	10
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	9
Permutation Entropy for Graph Signals	9
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame	9
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	9
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	9
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	9
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	9
Online Proximal-ADMM for Time-Varying Constrained Convex Optimization	9
Detection of False Data Injection Attacks in Industrial Wireless Sensor Networks Exploiting Network Numerical Sparsity	8
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation	8
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	8
Tensor Recursive Least Squares Filters for Multichannel Interrelational Signals	8
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks	8
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	8
Data Reconstruction in Heterogeneous Environmental Wireless Sensor Networks Using Robust Tensor Principal Component Analysis	8
Impairments-Aware Resource Allocation for FD Massive MIMO Relay Networks: Sum Rate and Delivery-Time Optimization Perspectives	8
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems	7
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs	7
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering	7
Collision Resolution With FM0 Signal Separation for Short-Range Random Multi-Access Wireless Network	7
Graph Tikhonov Regularization and Interpolation Via Random Spanning Forests	7
On Fully-Distributed Composite Tests With General Parametric Data Distributions in Sensor Networks	6
Proportionate Adaptive Graph Signal Recovery	6
t-HGSP: Hypergraph Signal Processing Using t-Product Tensor Decompositions	6
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	6
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme	6
Identification of Edge Disconnections in Networks Based on Graph Filter Outputs	6
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	6
On Trajectory Design for Intruder Detection in Wireless Mobile Sensor Networks	6

Explainability and Graph Learning From Social Interactions	6
Full Euclidean Distance Based Selection Combining for SSK DF Cooperative Diversity Systems	6
Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks	6