OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 50. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	165
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	159
IEEE Communications Society Information	159
IEEE Communications Society Information	155
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	148
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	115
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	113
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	107
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	105
A Spatio-Temporal Liquid Learning Network for Robust Electromagnetic Signal Identification in 6G RIS-Aided UAV Cognitive Communications With Composite Channel Impairments	104
Cross-Modal Collaborative Diffusion Models for Distributed AI-Generated Content	104
Lagrangian-Augmented Learning for Stochastic Age of Accurate Semantic Information Minimization in Mobile Edge Computing Systems	98
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	96
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	95
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	92
A High-Resolution Channel Estimation Method for ICAN Systems Based on Artificial Perturbation-OTFS	85
Proactive Handover Management in 6G Low-Altitude Economy Networks for Aerial Vehicles Using Artificial General Intelligence	84
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	84
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting, and Beamforming Optimization	79
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	77
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	75
NFTracker: Fine-Grained NFT Behavior Traffic Identification Over Encrypted Tunnel	74
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	74
Probabilistic Spatio-Temporal Data Inference in Sparse Mobile Crowdsensing With Conditional Diffusion Model	74
Directional Differentiable Architecture Search for Waveform Recognition	72

Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	71
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	71
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	66
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	64
Toward AI-Native Ultra-Dense Networks: Cell Association via Multi-View Sensing	62
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	62
Graph Neural Network-Enhanced Multi-Objective Scheduling and Offloading for Hybrid Applications in Edge-Cloud Networks	61
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	61
Leveraging Generative AI for Security Defense of Mobile Edge-Enabled Digital Twins: A Survey	60
An Efficient Cross-Agent Spatial–Temporal Collaboration Framework for Environmental Perception in IoV	60
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	59
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	59
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	57
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	57
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	56
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	54
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	53
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	53
IEEE Transactions on Cognitive Communications and Networking Publication Information	53
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	52
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	52
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	51
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	51
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	50
IQCM-Net: Cross-Modal Fusion With Multi-Window STFT via SNR Partitioning for Robust Modulation Recognition	50
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems	50
Learning to Predict: Collaborative Cloud–Edge Multi-Time-Scale Attention Model for Industrial Wireless Channel Prediction	50
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	50
IEEE Communications Society Information	50