OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 46. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	137
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	133
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	131
IEEE Communications Society Information	121
IEEE Communications Society Information	106
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	100
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	97
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	94
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	89
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	85
A High-Resolution Channel Estimation Method for ICAN Systems Based on Artificial Perturbation-OTFS	79
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	78
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	78
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	76
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	76
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	75
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	74
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	73
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	71
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	67
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	67
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	65
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	64
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	64
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	63

Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	61
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	61
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting, and Beamforming Optimization	58
Active Learning for Network Traffic Classification: A Technical Study	58
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	56
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	56
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	55
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	54
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	51
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	51
IEEE Transactions on Cognitive Communications and Networking Publication Information	51
IEEE Communications Society Information	50
Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks	49
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	48
D²-MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	47
Diffusion-Based Trajectory Optimization and Resource Allocation for Hybrid Aircraft in Low-Altitude Economy Networks	47
Spectrum Sensing Based on Graph Fourier Transform Using Laplacian Matrix and Vertex Probability Vector	46
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems	46
Energy-Efficient Beamforming for Near-Field STAR-RIS-Enhanced Low-Altitude ISAC Networks	46
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	46
STBC: A Novel Blockchain-Based Spectrum Trading Solution	46