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 2021-04-01 to 2025-04-01.)

Article	Citations
Table of Contents	168
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	165
GIA: LLM-enabled Generative Intent Abstraction to Enhance Adaptability for Intent-Driven Networks	127
Table of contents	120
Table of Contents	100
Value-Driven XR Transmission in Multi-Connectivity Assisted Communication System	93
Intelligent and Collaborative Computing Offloading and Resource Management in Satellite-Cloud-MEC Integrated IoVs	87
Cellular Network Without Borders: Exploring Settlement-Free Peering	84
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	84
5G New Radio Unlicensed: Challenges and Evaluation	78
Data-Aware Device Scheduling for Federated Edge Learning	71
Will Emerging Millimeter-Wave Cellular Networks Cause Harmful Interference to Weather Satellites?	70
IEEE Communications Society Information	69
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	69
Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits	68
Deep Recurrent Reinforcement Learning-Based Distributed Dynamic Spectrum Access in Multichannel Wireless Networks With Imperfect Feedback	68
Window Attention Convolution Network (WACN): A Local Self-Attention Automatic Modulation Recognition Method	67
Message From the New Editor-in-Chief	67
Multi-Seller, Multi-Buyer Spectrum Markets: A Self-Declared Valuation Framework	63
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	60
Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications	57
A Novel Partial Domain Adaptation Method for Cross-Domain Specific Emitter Identification	57
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	56
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	55
User Grouping, Spectrum and Power Allocation for Energy Efficient MEC Aided Cognitive Radio Networks	54

SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification	53
A Cloud Collaborative-based Intrusion Detection and Prevention System for IVN	52
BD-SAS: Enabling Dynamic Spectrum Sharing in Low-Trust Environment	51
Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	51
Adapting to Nonlinear Transmitters With Hybrid Model Training for Neural Receivers	51
Pattern Design and Power Management for Cognitive LEO Beaming Hopping Satellite-Terrestrial Networks	51
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	50
Millimetre-Wave Beam Tracking: An Intelligent Machine Learning and Kalman Filter Fusion Technology	48
Maximizing Packets Collection in Wireless Powered IoT Networks With Charge-or-Data Time Slots	46
Resource-Efficient QoS-Aware Video Streaming Using UAV-Assisted Networks	45
A Hierarchical Deep Learning Approach for Optimizing CCA Threshold and Transmit Power in Wi-Fi Networks	45
Multi-Objective Computation Offloading based on Decentralized Deep Reinforcement Learning in Industrial Internet of Things	45
Deep-Learning-Aided Successive Cancellation List Flip Decoding for Polar Codes	44
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	42
MIMO Radar Spectrally Compatible Waveform Design via Inequality Constrained Manifold Optimization	42
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	42