IEEE Transactions on Cognitive Communications and Networking

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
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	40
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	40
Spatial Structure Matching-Based DoA Estimation and Tracking for Integrated Sensing and Communication Massive MIMO OFDM System	40
Joint Beam Management and Resource Allocation in a GEO and LEO Spectrum-Sharing System for Effective Interference Avoidance	40
Message Passing Neural Network Versus Message Passing Algorithm for Cooperative Positioning	40
Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach	39
Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse	39
Spectrum Prediction for Protocol-Aware RF Jamming	38
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	37
A Supervised Learning-Assisted Partitioning Solution for RIS-Aided NOMA Systems	37
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks	36
Semantic Utility Loss of Information for Energy Efficient Semantic Status Update Communications	36
Cognitive Sub-Band Scheduling and Link Adaptation for 5G URLLC	36
Computation Offloading and Resource Allocation Based on DT-MEC-Assisted Federated Learning Framework	35
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	34
Inter-Cell Interference Mitigation for Cellular-Connected UAVs Using MOSDS-DQN	34
Reinforcement-Learning-Based Network Slicing and Resource Allocation for Multi-Access Edge Computing Networks	34
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	34
RFF Template Design: Adaptively Decreasing Both Doppler Shifts and Noise for Complex-Valued Signals	34
Delay-Constrained Grant-Free Random Access in MIMO Systems: Distributed Pilot Allocation and Power Control	32
Communication-Efficient Federated Learning Over Capacity-Limited Wireless Networks	32
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning	32
How to Evaluate Semantic Communications for Images With ViTScore Metric?	32
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking	31
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	31
Optimizing Model Dissemination for Hierarchical Clustering Learning in Edge Computing	31
Three-Dimensional RF Sensor Networks for Widespread Spectrum Monitoring	31
Privacy-Preserving Multi-Agent Deep Reinforcement Learning for Effective Resource Auction in Multi-Access Edge Computing	31
Edge Computing-Aided Coded Vertical Federated Linear Regression	30
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking	30
Effect of Intelligent Multi-Association in Civil Aircraft-Augmented SAGIN	30
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching	29
A Prediction-Enhanced Physical-to-Virtual Twin Connectivity Framework for Human Digital Twin	29
Active Learning for Network Traffic Classification: A Technical Study	28

A Reinforcement Learning-Assisted OFDM-IM Communication System against Reactive Jammers	28
Outage Probability Minimization in Secure NOMA Cognitive Radio Systems With UAV Relay: A Machine Learning Approach	27
A Cascaded Broad Learning Network Embedded Image Features for Malware Traffic Classification	27
MRIRS: Mobile Ad Hoc Routing Assisted With Intelligent Reflecting Surfaces	27
Model-Knowledge Mutual Reinforcement for Few-Shot Cellular Network Fault Diagnosis	26
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	26
UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation	26
WiDFF-ID: Device-Free Fast Person Identification Using Commodity WiFi	26
Dynamic Radio Map Using Statistical Hypothesis Testing	26
Adaptive DTN Routing: A Neuromorphic Networking Perspective	25
A Robust Deep Learning-Based Beamforming Design for RIS-Assisted Multiuser MISO Communications With Practical Constraints	25
Context-Based Semantic Communication via Dynamic Programming	25
Sparse Channel Reconstruction: A Generative Adversarial Network-Based Approach	25
Coalition Formation for Outsourced Spectrum Sensing in Cognitive Radio Network	25
Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS	24
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks	24
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	24
Massive MIMO-Based Underlay Spectrum Access Under Incomplete and/or Imperfect Channel State Information	24
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	22
Directivity in RF Sensor Networks for Widespread Spectrum Monitoring	22
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	22
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	21
Learning-Based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs	21
A Fast Deep Unfolding Learning Framework for Robust MU-MIMO Downlink Precoding	21
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	21
Enabling Cooperative Relay Selection by Transfer Learning for the Industrial Internet of Things	21
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	20
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks	20
Deep Neural Network: An Alternative to Traditional Channel Estimators in Massive MIMO Systems	20
Energy-Efficient Joint Resource Allocation With Reconfigurable Intelligent Surfaces in Symbiotic Radio Networks	20
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications	20
Cluster-Based Multi-Agent Task Scheduling for Space-Air-Ground Integrated Networks	19
IEEE Communications Society	19
IEEE Communications Society	19
Table of Contents	19
Table of Contents	19
IEEE Communications Society Information	19
Joint Task Offloading, DNN Pruning, and Computing Resource Allocation for Fault Detection With Dynamic Constraints in Industrial IoT	18
Heterogeneous Gateway Planning for Semantic Communication in Industrial Networks	18
A Self-Supervised-Based Approach of Specific Emitter Identification for the Automatic Identification System	18
GOMOS: A GNN-Assisted Network-Media Integrated Optimization Framework for Massive Mobile Live Streaming	18
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms	18
IEEE Communications Society	18
Communication-Efficient Centralized and Decentralized Coded Caching for Hierarchical Cache-Aided Networks	17
Adaptive Modulation and Retransmission Scheme for Semantic Communication Systems	17
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	17
Blockchain-Empowered Federated Learning for Healthcare Metaverses: User-Centric Incentive Mechanism With Optimal Data Freshness	17
Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System	17
IEEE Communications Society Information	17
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems	16
Deep Learning-Assisted Adaptive Dynamic-SCLF Decoding of Polar Codes	16
Robust Beamforming Design for Intelligent Reflecting Surface Aided Cognitive Radio Systems With Imperfect Cascaded CSI	16
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication	16
Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments	16
Energy-Efficient Power Allocation in Downlink Multi-Cell Multi-Carrier NOMA: Special Deep Neural Network Framework	16
Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions	16
Interference-Aware Spectrum Resource Management in Dynamic Environment: Strategic Learning With Higher-Order Statistic Optimization	16
Secrecy Outage Analysis of CR-SWIPT Networks With Artificial Noise and Spatially Random Secondary Terminals	16
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach	16
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	16
Asynchronous DRL-Based Multi-Hop Task Offloading in RSU-Assisted IoV Networks	15
Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks	15
Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcement Learning	14
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	14
Enhanced Few-Shot Specific Emitter Identification via Phase Shift Prediction and Decoupling	14
Physical Layer Security for Wireless-Powered Ambient Backscatter Cooperative Communication Networks	14
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	14
A Radio Signal Recognition Approach Based on Complex-Valued CNN and Self-Attention Mechanism	14
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	14
Machine Learning in NextG Networks via Generative Adversarial Networks	14
Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition	14
Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability	14
Combined RF-Based Drone Detection and Classification	13
DQN-ALrM-Based Intelligent Handover Method for Satellite-Ground Integrated Network	13
Sub-6G Domain-Adaptive Non-Contact Sensing Using Transformer and Prototypical Neural Network	13
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	13
OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels	13
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	13
Fed-PID: An Adaptive Learning Rate Scheduler for Federated Learning with PID Controllers	13
Enabling Fully-Decoupled Radio Access With Elastic Resource Allocation	13

SwinJSCC: Taming Swin Transformer for Deep Joint Source-Channel Coding	13
Table of Contents	13
Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization	13
Table of Contents	12
IEEE Communications Society Information	12
IEEE Transactions on Cognitive Communications and Networking Publication Information	12
IEEE Communications Society	12
Energy Efficiency Optimization of RIS-Assisted UAV Search-Based Cognitive Communication in Complex Obstacle Avoidance Environments	12
IEEE Communications Society	12
Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT	12
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	12
IEEE Communications Society	12
IEEE Communications Society	12
IEEE Communications Society Information	12
IEEE Communications Society	12
Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach	11
IEEE Communications Society Information	11
HiveFL: GAN-Empowered Semi-Asynchronous Federated Learning With Self-Determining Clients	11
A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination	11
Multi-ARIS Backscatter Enabled Downlink NOMA Communication for Cognitive Radio Systems	11
Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework	11
AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B	11
Novel Piecewise Normalized Bistable Stochastic Resonance Strengthened Cooperative Spectrum Sensing	11
D-2MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	11
HRL-TSCH: A Hierarchical Reinforcement Learning-Based TSCH Scheduler for IIoT	11
RIS-Aided Symbiotic Radio: A Number and Phase Modulation Approach	10
On Performance of a SWIPT Enabled FD CRN With HIs and Imperfect SIC Over α–μ Fading Channel	10
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	10
Communication-Efficient and Federated Multi-Agent Reinforcement Learning	10
Modeling and Optimization of Channel Allocation for PAL and GAA Users in the CBRS Band	10
Short-Packet Backscatter Assisted Wireless-Powered Relaying With NOMA: Mode Selection With Performance Estimation	10
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	10
CB-DSL: Communication-Efficient and Byzantine-Robust Distributed Swarm Learning on Non-i.i.d. Data	10
Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System	10
A Lightweight Learning Framework for Packet Loss Concealment and Speech Enhancement	10
Multi-Agent Multi-Armed Bandit Learning for Grant-Free Access in Ultra-Dense IoT Networks	10
Multi-Agent Reinforcement Learning-Based Distributed Dynamic Spectrum Access	10
Deep Learning-Based Collision-Aware Multi-User Detection for Channel-Modulated Codebooks in Grant-Free Sparse Code Multiple Access Systems	10
Automatic Composite-Modulation Classification Using Ultra Lightweight Deep-Learning Network Based on Cyclic-Paw-Print	9
A Self-Attention Mechanism-Based Model to Detect IPv6 Multi-Field Covert Channels	9
Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency	9
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas	9
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	9
DSIL: An Effective Spectrum Prediction Framework Against Spectrum Concept Drift	9
Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer	9
Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks	9
Adaptive Network Configuration for Efficient and Accurate Neural Video Inference	9
Toward Open-Set Specific Emitter Identification Using Auxiliary Classifier Generative Adversarial Network and OpenMax	9
Cooperative Hierarchical Deep Reinforcement Learning-Based Joint Sleep and Power Control in RIS-Aided Energy-Efficient RAN	9
Joint Computation Offloading and Resource Allocation for LEO Satellite Networks Using Hierarchical Multi-Agent Reinforcement Learning	9
Online Decentralized Scheduling in Fog Computing for Smart Cities Based on Reinforcement Learning	8
Integrating Convex Optimization and Deep Learning for Downlink Resource Allocation in LEO Satellites Networks	8
Secure Federated Learning by Power Control for Internet of Drones	8
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	8
Aerial RIS-Aided Physical Layer Security: Optimal Deployment and Partitioning	8
Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks	8
Cross-Scenario Device-Free Gesture Recognition Based on Parallel Adversarial Network	8
Optimal AoI-based Block Propagation and Incentive Mechanism for Blockchain Networks in Web 3.0	8
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	8
NOMA-Aided Distributed Massive MIMO—A Graph-Theoretic Approach	8
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	8
A Survey of Graph-Based Resource Management in Wireless Networks -Part II: Learning Approaches	8
Jointly Optimal RIS Placement and Power Allocation for Underlay D2D Communications: An Outage Probability Minimization Approach	8
SCM-GNN: A Graph Neural Network-Based Multi-Antenna Spectrum Sensing in Cognitive Radio	8
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	8