OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 43. 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 2021-05-01 to 2025-05-01.)

Article	Citations
IEEE Communications Society Information	168
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	168
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	135
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	122
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	102
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	97
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	90
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	86
A Reinforcement Learning-Assisted OFDM-IM Communication System against Reactive Jammers	84
Adaptive DTN Routing: A Neuromorphic Networking Perspective	78
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	76
IEEE Communications Society Information	75
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	72
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	72
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	71
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	71
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	69
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	68
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	67
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	64
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	61
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	60
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	60
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	57
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	56

Active Learning for Network Traffic Classification: A Technical Study	56
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	56
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	55
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	54
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	53
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	52
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	51
IEEE Transactions on Cognitive Communications and Networking Publication Information	50
IEEE Communications Society	50
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	49
Multi-Stage Semantic Communication for Low-Latency Edge Inference	47
Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks With NOMA	46
STBC: A Novel Blockchain-Based Spectrum Trading Solution	46
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	45
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks	45
Deterministic Move Lists for Federal Incumbent Protection in the CBRS Band	45
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	44
Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks	43
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	43