OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Signal and Information Processing Over Networks is 5. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Decentralized Federated Learning: Balancing Communication and Computing Costs	39
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent	19
Secure Transmission Scheme Based on Fingerprint Positioning in Cell-Free Massive MIMO Systems	19
Federated Tobit Kalman Filtering Fusion With Dead-Zone-Like Censoring and Dynamical Bias Under the Round-Robin Protocol	19
A Multi-Agent Collaborative Environment Learning Method for UAV Deployment and Resource Allocation	18
Multi-Bit & Sequential Decentralized Detection of a Noncooperative Moving Target Through a Generalized Rao Test	18
Probability-Guaranteed Distributed Secure Estimation for Nonlinear Systems Over Sensor Networks Under Deception Attacks on Innovations	18
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	17
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	15
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme	15
A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization	14
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis	14
Differentially Private Distributed Resource Allocation via Deviation Tracking	13
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities	13
Robust Adaptive Steganography Based on Dither Modulation and Modification With Re-Compression	13
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness	13
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	13
Optimal Curing Strategy for Competing Epidemics Spreading Over Complex Networks	12
Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency	12
Event-Based Pinning Synchronization Control for Time-Delayed Complex Dynamical Networks: The Finite-Time Boundedness	12
Distributed Estimation Under Sensor Attacks: Linear and Nonlinear Measurement Models	11
Multi-Slope Path Loss and Position Estimation With Grid Search and Experimental Results	11
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks	11
A Variable Parameter LMS Algorithm Based on Generalized Maximum Correntropy Criterion for Graph Signal Processing	10
Kernel-Based Graph Learning From Smooth Signals: A Functional Viewpoint	10

Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	10
Model-Free Adaptive Control for Nonlinear Multi-Agent Systems With Encoding-Decoding Mechanism	10
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	10
A Resilient Approach to Recursive Distributed Filtering for Multirate Systems Over Sensor Networks With Time-Correlated Fading Channels	9
Discrete-Time Periodic Event-Triggered Distributed Set-Membership Estimation Over Sensor Networks	9
Distributed Adaptive Signal Estimation in Wireless Sensor Networks With Partial Prior Knowledge of the Desired Sources Steering Matrix	9
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame	9
Recursive Secure Filtering Over Gilbert-Elliott Channels in Sensor Networks: The Distributed Case	9
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies	8
Online Proximal-ADMM for Time-Varying Constrained Convex Optimization	8
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	8
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation	8
Further Studies on Sampled-Data Consensus of Multi-Agent Systems With Communication Delays	7
Fair Contrastive Learning on Graphs	7
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks	7
Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems	7
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks	7
Collision Resolution With FM0 Signal Separation for Short-Range Random Multi-Access Wireless Network	7
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	7
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	7
Data Reconstruction in Heterogeneous Environmental Wireless Sensor Networks Using Robust Tensor Principal Component Analysis	7
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	7
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	7
Stochastic Event-Triggered Distributed Fusion Estimation Under Jamming Attacks	7
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering	6
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	6
On Trajectory Design for Intruder Detection in Wireless Mobile Sensor Networks	6
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme	6
Impairments-Aware Resource Allocation for FD Massive MIMO Relay Networks: Sum Rate and Delivery-Time Optimization Perspectives	6
On Fully-Distributed Composite Tests With General Parametric Data Distributions in Sensor Networks	6
Tensor Recursive Least Squares Filters for Multichannel Interrelational Signals	6
Permutation Entropy for Graph Signals	6
Distributed Training of Graph Convolutional Networks	6
Detection of False Data Injection Attacks in Industrial Wireless Sensor Networks Exploiting Network Numerical Sparsity	5
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs	5
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources	5
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	5
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol	5
Identification of Edge Disconnections in Networks Based on Graph Filter Outputs	5
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	5