IEEE Transactions on Cognitive Communications and Networking

Article	Citations
Table of Contents	287
Learning-Based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs	197
Energy-Efficient Joint Resource Allocation With Reconfigurable Intelligent Surfaces in Symbiotic Radio Networks	152
Active Learning for Network Traffic Classification: A Technical Study	149
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks	104
IEEE Communications Society	102
Table of contents	98
Table of Contents	82
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	78
Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse	77
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	76
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	75
How to Evaluate Semantic Communications for Images With ViTScore Metric?	67
Machine Learning in NextG Networks via Generative Adversarial Networks	67
Message Passing Neural Network Versus Message Passing Algorithm for Cooperative Positioning	66
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	64
IEEE Communications Society Information	62
Maximizing Packets Collection in Wireless Powered IoT Networks With Charge-or-Data Time Slots	62
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	60
Message From the New Editor-in-Chief	56
Adaptive DTN Routing: A Neuromorphic Networking Perspective	55
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks	54
Spatial Structure Matching-Based DoA Estimation and Tracking for Integrated Sensing and Communication Massive MIMO OFDM System	53
Deep-Learning-Aided Successive Cancellation List Flip Decoding for Polar Codes	52
Spectrum Prediction for Protocol-Aware RF Jamming	52

Millimetre-Wave Beam Tracking: An Intelligent Machine Learning and Kalman Filter Fusion Technology	51
Resource-Efficient QoS-Aware Video Streaming Using UAV-Assisted Networks	50
Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning	49
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms	49
Context-Based Semantic Communication via Dynamic Programming	48
Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS	47
Effect of Intelligent Multi-Association in Civil Aircraft-Augmented SAGIN	47
IEEE Communications Society	46
A Fast Deep Unfolding Learning Framework for Robust MU-MIMO Downlink Precoding	46
IEEE Communications Society	45
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	44
Edge Computing-Aided Coded Vertical Federated Linear Regression	43
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	43
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks	41
Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions	40
Adapting to Nonlinear Transmitters With Hybrid Model Training for Neural Receivers	39
Multi-Objective Computation Offloading based on Decentralized Deep Reinforcement Learning in Industrial Internet of Things	39
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking	38
Directivity in RF Sensor Networks for Widespread Spectrum Monitoring	38
Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	38
WiDFF-ID: Device-Free Fast Person Identification Using Commodity WiFi	36
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	36
A Hierarchical Deep Learning Approach for Optimizing CCA Threshold and Transmit Power in Wi-Fi Networks	35
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	35
Table of Contents	34
Dynamic Radio Map Using Statistical Hypothesis Testing	33
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	32
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	32
Adaptive Modulation and Retransmission Scheme for Semantic Communication Systems	32
Delay-Constrained Grant-Free Random Access in MIMO Systems: Distributed Pilot Allocation and Power Control	31
Cognitive Sub-Band Scheduling and Link Adaptation for 5G URLLC	31
IEEE Communications Society Information	30
Table of Contents	30
Enabling Fully-Decoupled Radio Access With Elastic Resource Allocation	29
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	29
MRIRS: Mobile Ad Hoc Routing Assisted With Intelligent Reflecting Surfaces	28
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	28
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	28
Data-Aware Device Scheduling for Federated Edge Learning	28
Deep Neural Network: An Alternative to Traditional Channel Estimators in Massive MIMO Systems	27
Reinforcement-Learning-Based Network Slicing and Resource Allocation for Multi-Access Edge Computing Networks	26
Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments	26
Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks	26
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	26
Semantic Utility Loss of Information for Energy Efficient Semantic Status Update Communications	26
Deep Learning-Assisted Adaptive Dynamic-SCLF Decoding of Polar Codes	26
IEEE Communications Society	25
UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation	25
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach	25
Three-Dimensional RF Sensor Networks for Widespread Spectrum Monitoring	24

Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	23
Secrecy Outage Analysis of CR-SWIPT Networks With Artificial Noise and Spatially Random Secondary Terminals	23
Enabling Cooperative Relay Selection by Transfer Learning for the Industrial Internet of Things	23
Enhanced Few-Shot Specific Emitter Identification via Phase Shift Prediction and Decoupling	23
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	22
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	22
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	22
Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications	22
A Supervised Learning-Assisted Partitioning Solution for RIS-Aided NOMA Systems	22
DQN-ALrM-Based Intelligent Handover Method for Satellite-Ground Integrated Network	22
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	22
Coalition Formation for Outsourced Spectrum Sensing in Cognitive Radio Network	21
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication	21
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications	21
A Reinforcement Learning-Assisted OFDM-IM Communication System against Reactive Jammers	21
Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System	21
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	21
A Prediction-Enhanced Physical-to-Virtual Twin Connectivity Framework for Human Digital Twin	21
Pattern Design and Power Management for Cognitive LEO Beaming Hopping Satellite-Terrestrial Networks	20
Interference-Aware Spectrum Resource Management in Dynamic Environment: Strategic Learning With Higher-Order Statistic Optimization	20
Energy-Efficient Power Allocation in Downlink Multi-Cell Multi-Carrier NOMA: Special Deep Neural Network Framework	20
Inter-Cell Interference Mitigation for Cellular-Connected UAVs Using MOSDS-DQN	20
Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach	20
Deep Recurrent Reinforcement Learning-Based Distributed Dynamic Spectrum Access in Multichannel Wireless Networks With Imperfect Feedback	20
Physical Layer Security for Wireless-Powered Ambient Backscatter Cooperative Communication Networks	19
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems	19
Blockchain-Empowered Federated Learning for Healthcare Metaverses: User-Centric Incentive Mechanism With Optimal Data Freshness	19
Massive MIMO-Based Underlay Spectrum Access Under Incomplete and/or Imperfect Channel State Information	19
MIMO Radar Spectrally Compatible Waveform Design via Inequality Constrained Manifold Optimization	19
Outage Probability Minimization in Secure NOMA Cognitive Radio Systems With UAV Relay: A Machine Learning Approach	19
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	19
Will Emerging Millimeter-Wave Cellular Networks Cause Harmful Interference to Weather Satellites?	17
A Robust Deep Learning-Based Beamforming Design for RIS-Assisted Multiuser MISO Communications With Practical Constraints	17
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking	17
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	17
BD-SAS: Enabling Dynamic Spectrum Sharing in Low-Trust Environment	17
Window Attention Convolution Network (WACN): A Local Self-Attention Automatic Modulation Recognition Method	17
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	17
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	16
SwinJSCC: Taming Swin Transformer for Deep Joint Source-Channel Coding	16
Model-Knowledge Mutual Reinforcement for Few-Shot Cellular Network Fault Diagnosis	16
OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels	16
A Self-Supervised-Based Approach of Specific Emitter Identification for the Automatic Identification System	16
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	16
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching	16
Asynchronous DRL Based Multi-Hop Task Offloading in RSU-Assisted IoV Networks	15
5G New Radio Unlicensed: Challenges and Evaluation	15
Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcement Learning	15
Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability	15
Computation Offloading and Resource Allocation Based on DT-MEC-Assisted Federated Learning Framework	14
Optimizing Model Dissemination for Hierarchical Clustering Learning in Edge Computing	14
Robust Beamforming Design for Intelligent Reflecting Surface Aided Cognitive Radio Systems With Imperfect Cascaded CSI	14
Combined RF-Based Drone Detection and Classification	14
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	14
A Radio Signal Recognition Approach Based on Complex-Valued CNN and Self-Attention Mechanism	14
Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks	14
Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition	13
Privacy-Preserving Multi-Agent Deep Reinforcement Learning for Effective Resource Auction in Multi-Access Edge Computing	13
Joint Beam Management and Resource Allocation in a GEO and LEO Spectrum-Sharing System for Effective Interference Avoidance	13
User Grouping, Spectrum and Power Allocation for Energy Efficient MEC Aided Cognitive Radio Networks	13
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning	13
IEEE Communications Society Information	13
RFF Template Design: Adaptively Decreasing Both Doppler Shifts and Noise for Complex-Valued Signals	13
SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification	13
A Cascaded Broad Learning Network Embedded Image Features for Malware Traffic Classification	12
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	12
Toward Intelligent and Adaptive Task Scheduling for 6G: An Intent-Driven Framework	12
IEEE Communications Society Information	12
A Cloud Collaborative-based Intrusion Detection and Prevention System for IVN	12
Sparse Channel Reconstruction: A Generative Adversarial Network-Based Approach	12
RIS-Aided Symbiotic Radio: A Number and Phase Modulation Approach	12
Aerial RIS-Aided Physical Layer Security: Optimal Deployment and Partitioning	12
Joint Task Offloading, DNN Pruning, and Computing Resource Allocation for Fault Detection With Dynamic Constraints in Industrial IoT	12
GOMOS: A GNN-Assisted Network-Media Integrated Optimization Framework for Massive Mobile Live Streaming	12
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	12
Multi-Seller, Multi-Buyer Spectrum Markets: A Self-Declared Valuation Framework	12
Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency	11
On the Secrecy Analysis of Dual-Hop SWIPT-Based Multi-Source Underlay Cognitive Radio Networks	11
DSIL: An Effective Spectrum Prediction Framework Against Spectrum Concept Drift	11
Jointly Optimal RIS Placement and Power Allocation for Underlay D2D Communications: An Outage Probability Minimization Approach	11

Unmanned Aerial Vehicle-Based Hybrid Backscatter and Wireless Powered Communications: 3-D Trajectory Design and Resource Scheduling	11
Cognitive Multi-User Multi-Relay Network: A Decentralized Scheduling Technique	11
Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks	11
Knowledge-Driven Rapid Adaptation to New Attacks	11
Collaborative Learning-Based Spectrum Sensing Under Partial Observations	11
Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission	11
AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B	11
Semi-Supervised Domain Adaptation for Automatic Modulation Recognition in Unseen Scenarios	11
Robust Energy Efficiency Optimization for Double-RIS-Assisted Wireless-Powered Backscatter Communications	11
IEEE Communications Society	10
Modeling and Optimization of Channel Allocation for PAL and GAA Users in the CBRS Band	10
Distributed-Proof-of-Sense: Blockchain Consensus Mechanisms for Detecting Spectrum Access Violations of the Radio Spectrum	10
Deep Learning-Based Energy Efficient Resource Allocation for Underlay Cognitive MISO Interference Channels	10
IEEE Communications Society	10
Thompson Sampling-Based Dynamic Spectrum Access in Non-Stationary Environments	10
Table of Contents	10
On the Performance of Rate Splitting Multiple Access for ISAC in Device-to-Multi-Device IoT Communications	10
Intelligent Service Migration Based on Hidden State Inference for Mobile Edge Computing	10
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach	10
Table of Contents	10
Coordinates-Based Resource Allocation Through Supervised Machine Learning	10
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	10
IEEE Communications Society	10
Cross-Scenario Device-Free Gesture Recognition Based on Parallel Adversarial Network	9
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	9
Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications	9
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	9
Toward Open-Set Specific Emitter Identification Using Auxiliary Classifier Generative Adversarial Network and OpenMax	9
Integrating Convex Optimization and Deep Learning for Downlink Resource Allocation in LEO Satellites Networks	9
Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing	9
TrustFed: A Reliable Federated Learning Framework With Malicious-Attack Resistance	9
IEEE Communications Society	9
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	9
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing	9
Toward Efficient Neural Networks Through Predictor-Assisted NSGA-III for Anomaly Traffic Detection of IoT	9
Model and Transfer Spatial-Temporal Knowledge for Fine-Grained Radio Map Reconstruction	9
Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing	9
GAF-MAE: A Self-Supervised Automatic Modulation Classification Method Based on Gramian Angular Field and Masked Autoencoder	9
Multi-ARIS Backscatter Enabled Downlink NOMA Communication for Cognitive Radio Systems	8
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	8
On Evolutionary Game of Dynamic Devices in NOMA-Based IoT Networks	8
An Emergent Self-Awareness Module for Physical Layer Security in Cognitive UAV Radios	8
IEEE Communications Society Information	8
Performance Analysis of RIS-Assisted Spectrum Sharing Systems	8
Multi-Agent Multi-Armed Bandit Learning for Grant-Free Access in Ultra-Dense IoT Networks	8
IEEE Communications Society	8
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	8
NOMA-Aided Distributed Massive MIMO—A Graph-Theoretic Approach	8
Online Decentralized Scheduling in Fog Computing for Smart Cities Based on Reinforcement Learning	8
MAESTRO-X: Distributed Orchestration of Rotary-Wing UAV-Relay Swarms	8
Hifoots: A Highly Efficient DDoS Attack Detection Scheme Deployed in Smart IoT Homes	8
IEEE Communications Society Information	8