OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 44. 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 2021-10-01 to 2025-10-01.)

Article	Citations
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	163
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	125
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	124
IEEE Communications Society Information	111
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	94
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	94
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	88
IEEE Communications Society Information	87
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	84
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	84
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	69
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	69
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	67
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	67
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	66
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	65
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	65
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	63
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	63
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	61
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	57
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	56
Active Learning for Network Traffic Classification: A Technical Study	56
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	55
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	55

Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	54
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	54
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	54
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	53
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	53
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting and Beamforming Optimization	49
IEEE Transactions on Cognitive Communications and Networking Publication Information	49
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	49
IEEE Communications Society	48
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	48
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	47
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	47
Spectrum Sensing Based on Graph Fourier Transform Using Laplacian Matrix and Vertex Probability Vector	47
STBC: A Novel Blockchain-Based Spectrum Trading Solution	45
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	45
A Heterogeneous-Agent Deep Reinforcement Learning Approach for Dynamic Spectrum Access in Cognitive Wireless Networks	45
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	44
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	44
D-2MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	44