OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 41. 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 2021-08-01 to 2025-08-01.)

Article	Citations
IEEE Communications Society Information	183
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	150
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	116
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	113
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	100
A Reinforcement Learning-Assisted OFDM-IM Communication System against Reactive Jammers	87
Adaptive DTN Routing: A Neuromorphic Networking Perspective	83
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	82
IEEE Communications Society Information	81
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	80
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	80
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	77
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	76
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	69
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	67
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	64
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	63
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	62
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	60
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	59
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	59
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	59
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	59
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	58
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	54

Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	53
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	52
Active Learning for Network Traffic Classification: A Technical Study	52
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	51
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	50
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	49
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	48
IEEE Transactions on Cognitive Communications and Networking Publication Information	47
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	47
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	47
IEEE Communications Society	45
Multi-Stage Semantic Communication for Low-Latency Edge Inference	44
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	44
Effective Non-Gaussian Noise Removal of 3D Radio Maps through Correntropy-based Nonlocal Tensor Ring Decomposition	43
Dual Intelligence: Leveraging DRL with Smart Satellites to Counter Intelligent Jamming in Satellite Networks	43
Learning to Predict: Collaborative Cloud-Edge Multi-Time-Scale Attention Model for Industrial Wireless Channel Prediction	41
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	41