OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Signal and Information Processing Over Networks is 1. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Decentralized Federated Learning: Balancing Communication and Computing Costs	36
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	17
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent	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
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	14
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis	14
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities	13
Differentially Private Distributed Resource Allocation via Deviation Tracking	13
A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization	13
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	13
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness	13
Event-Based Pinning Synchronization Control for Time-Delayed Complex Dynamical Networks: The Finite-Time Boundedness	12
Robust Adaptive Steganography Based on Dither Modulation and Modification With Re-Compression	12
Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency	12
Optimal Curing Strategy for Competing Epidemics Spreading Over Complex Networks	12
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks	11
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
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

Model-Free Adaptive Control for Nonlinear Multi-Agent Systems With Encoding-Decoding Mechanism	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
Recursive Secure Filtering Over Gilbert-Elliott Channels in Sensor Networks: The Distributed Case	9
Kernel-Based Graph Learning From Smooth Signals: A Functional Viewpoint	9
A Variable Parameter LMS Algorithm Based on Generalized Maximum Correntropy Criterion for Graph Signal Processing	9
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation	8
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	8
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame	8
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	8
Collision Resolution With FM0 Signal Separation for Short-Range Random Multi-Access Wireless Network	7
Stochastic Event-Triggered Distributed Fusion Estimation Under Jamming Attacks	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
Further Studies on Sampled-Data Consensus of Multi-Agent Systems With Communication Delays	7
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	7
Permutation Entropy for Graph Signals	6
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks	6
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies	6
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering	6
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	6
Online Proximal-ADMM for Time-Varying Constrained Convex Optimization	6
Distributed Training of Graph Convolutional Networks	6
Fair Contrastive Learning on Graphs	6
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	6
On Fully-Distributed Composite Tests With General Parametric Data Distributions in Sensor Networks	6
Data Reconstruction in Heterogeneous Environmental Wireless Sensor Networks Using Robust Tensor Principal Component Analysis	6
Impairments-Aware Resource Allocation for FD Massive MIMO Relay Networks: Sum Rate and Delivery-Time Optimization Perspectives	6
Detection of False Data Injection Attacks in Industrial Wireless Sensor Networks Exploiting Network Numerical Sparsity	5
Tensor Recursive Least Squares Filters for Multichannel Interrelational Signals	5
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	5
On Trajectory Design for Intruder Detection in Wireless Mobile Sensor Networks	5
Identification of Edge Disconnections in Networks Based on Graph Filter Outputs	5
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol	5
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources	5
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	5
Explainability and Graph Learning From Social Interactions	4
Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality	4
A General Framework for Distributed Inference With Uncertain Models	4
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	4
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme	4
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs	4
Full Euclidean Distance Based Selection Combining for SSK DF Cooperative Diversity Systems	4
Change Detection in Dynamic Networks Using Network Characteristics	4
Improving J-Divergence of Brain Connectivity States by Graph Laplacian Denoising	4
Multiple Hypothesis Testing Framework for Spatial Signals	4
Robust Deep Graph Based Learning for Binary Classification	4
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	3
An Exploratory Distributed Localization Algorithm Based on 3D Barycentric Coordinates	3
node2coords: Graph Representation Learning with Wasserstein Barycenters	3

Distributed Network Time Synchronization: Social Learning Versus Consensus	3
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	3
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	3
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	3
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets	3
Seeking Velocity-Free Consensus for Multi-Agent Systems With Nonuniform Communication and Measurement Delays	3
Dynamic Event-Triggered Feedback Fusion Estimation for Nonlinear Multi-Sensor Systems With Auto/Cross-Correlated Noises	3
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	3
Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks	3
Distributed Saddle Point Problems for Strongly Concave-Convex Functions	3
Graph Tikhonov Regularization and Interpolation Via Random Spanning Forests	3
Adaptive Kernel Learning in Heterogeneous Networks	3
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs	3
Resampling and Network Theory	3
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems	3
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	3
Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain	2
Adaptive Topology Reconfiguration in Smart Distribution Networks	2
Power-Optimal Distributed Beamforming for Multi-Carrier Asynchronous Bidirectional Relay Networks	2
Weighted Average Consensus-Based Optimization of Advection-Diffusion Systems	2
Auxiliary Particle Filtering Over Sensor Networks Under Protocols of Amplify-and-Forward and Decode-and-Forward Relays	2
Inferring Hidden Structures in Random Graphs	2
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	2
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	2
Distributed Fusion With Unknown Inputs Under Bandwidth-Aware Event-Triggered Mechanisms: Monotonicity and Boundedness	2
Cooperative Mode Switching-Based Cognitive NOMA With Transmit Antenna and User Selection	2
Likelihood-Based Inference for Modelling Packet Transit From Thinned Flow Summaries	2
Multiscale Representation Learning of Graph Data With Node Affinity	2
Information Fusion via Importance Sampling	2
Gaussian Kernel Variance for an Adaptive Learning Method on Signals Over Graphs	2
Analysis of the Spatio-Temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory	2
Parallel Graph Signal Processing: Sampling and Reconstruction	2
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs	2
Distributed Adaptive Multi-Task Learning Based on Partially Observed Graph Signals	2
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space	2
Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms	2
Multivariate Time Series Forecasting With GARCH Models on Graphs	2
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	2
A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence	2
Proportionate Adaptive Graph Signal Recovery	2
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	2
Optimizing Thresholds of the Scan Statistic to Improve Its Worst Case Detection Performance in Sensor Detection Systems	2
Distributed Secure State Estimation of Multi-Sensor Systems Subject to Two-Channel Hybrid Attacks	1
Wasserstein-Based Graph Alignment	1
Graph-Based Classification With Multiple Shift Matrices	1
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	1
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	1
Design of Functional Interval Observer for Discrete Time-Varying Nonlinear Interconnected Systems Based on Coding-Decoding Scheme	1
Distributed Partially Linear Additive Models With a High Dimensional Linear Part	1
Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs	1
Traffic Signal Prediction on Transportation Networks Using Spatio-Temporal Correlations on Graphs	1
Inter-Cluster Transmission Control Using Graph Modal Barriers	1
Decentralized Eigendecomposition for Online Learning Over Graphs With Applications	1
Deterministic and Randomized Diffusion Based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Recovery of Sparse Signals	1
Gaussian Processes on Graphs Via Spectral Kernel Learning	1
Personalized Graph Federated Learning With Differential Privacy	1
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	1
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks	1
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	1
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	1
Quantized Distributed Estimation With Adaptive Combiner	1
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	1
Improved Interval Estimation Method for Cyber-Physical Systems Under Stealthy Deception Attacks	1
Cluster Prediction for Opinion Dynamics From Partial Observations	1
Deep Transfer Reinforcement Learning for Beamforming and Resource Allocation in Multi-Cell MISO-OFDMA Systems	1
Distributed Extended Object Tracking Using Coupled Velocity Model From WLS Perspective	1
Recursive Distributed Filtering for Time-Varying Systems Over Sensor Network via Rayleigh Fading Channels: Tackling Binary Measurements	1
Intelligent Edge Sensing and Control Co-Design for Industrial Cyber-Physical System	1
Anytime Minibatch With Delayed Gradients	1
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	1
Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations	1
Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow	1
Frequency-Domain Diffusion Bias-Compensated Adaptation With Periodic Communication	1
CBDS²R: A Cluster-Based Depth Source Selection Routing for Underwater Wireless Sensor Network	1
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	1
Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks	1
Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs	1
Large Graph Signal Denoising With Application to Differential Privacy	1
Greedy $k$-Center From Noisy Distance Samples	1