IEEE Transactions on Cognitive Communications and Networking

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
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	72
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	72
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	71
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	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
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	60
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	60
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	57
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	56

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
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
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	41
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	41
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	41
IEEE Communications Society Information	40
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	40
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	40
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems	40
On the Performance of Rate Splitting Multiple Access for ISAC in Device-to-Multi-Device IoT Communications	38
D-2MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	38
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	38
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	38
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	38
SigNet: A Novel Deep Learning Framework for Radio Signal Classification	37
RIS Assisted Multiple User Interference Mitigation via an Accelerated Coordinate Descent Method	37
Secrecy Analysis of Underlay CRN in the Presence of Correlated and Imperfect Channel	37
Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks	36
RFSensingGPT: A Multi-Modal RAG-Enhanced Framework for Integrated Sensing and Communications Intelligence in 6G Networks	35
Joint Broadcast and Unicast Transmission Based on RSMA and Spectrum Sharing for Integrated Satellite–Terrestrial Network	35
STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization	35
Spectrum Sharing and Power Allocation Optimised Multihop Multipath D2D Video Delivery in Beyond 5G Networks	34
SmartCon: Deep Probabilistic Learning-Based Intelligent Link-Configuration in Narrowband-IoT Toward 5G and B5G	34
IEEE Communications Society	33
Robust Three-Dimensional Near-Field Source Localization Method Based on Deep Feature Fusion Extraction Network	32
IEEE Communications Society	32
Table of Contents	32
DC4S: A Dual-Contrast Self-Supervised Learning Framework for Robust and Efficient Spectrum Sensing with Limited Labeled Data	32
Deterministic Cognition: Cross-Domain Flow Scheduling for Time-Sensitive Networks	31
On the Performance of Channel Occupancy Rate Estimation With Iterative Threshold Setting in Cognitive Radios	31
Evolving Multi-Branch Attention Convolutional Neural Networks for Online RIS Configuration	31
Joint Hybrid Transceiver and Reflection Matrix Design for RIS-Aided mmWave MIMO Cognitive Radio Systems	31
PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification	31

Machine Learning-Based Infrastructure Sharing and Shared Operations for Intelligent Reflecting Surface-Aided Communications	31
Mobile Edge Computing for Multi-Services Digital Twin-Enabled IoT Heterogeneous Networks	30
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning	30
Cooperative Sensing With Heterogeneous Spectrum Availability in Cognitive Radio	30
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning	28
SOC Algorithm-Based Framework for Spectrum Occupancy Completion	28
An Open-Set Few-Shot Class Incremental Learning Framework for Specific Emitter Identification	28
Hybrid Time-Switching and Power-Splitting EH Relaying for RIS-NOMA Downlink	28
Table of Contents	28
RAN Slicing with Joint Resource Allocation for a Multi-Tenant Multi-Service System	28
Transmission Design for IRS-Aided MIMO Cognitive Radio Systems With Finite Alphabet Inputs and Imperfect CSI	27
Joint Beamforming Design for Double Active RIS-Assisted Radar-Communication Coexistence Systems	27
Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method	26
Deep Learning-Based Joint Channel Equalization and Symbol Detection for Air-Water Optoacoustic Communications	26
ISAR Sensing Based on MUSIC Algorithm in Integrated Sensing and Communications	26
FAE-MSLKNet: Multi-Scale Large Kernel Network With Fourier Adaptive Enhancement for Automatic Modulation Recognition	26
SpectrumBC: A Blockchain-Aided Cooperative Spectrum Sensing Framework	26
Asynchronous Decentralized Federated Anomaly Detection for 6G Networks	25
Exclusive-Region-Map-Based Medium Access Control in Mobile Networks With Directional Antennas Through Deep Interference Learning	25
DL-Based Anomaly Detection at the Physical-Layer of Cognitive Radio by Deep Support Vector Data Description	25
Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM	24
Generative AI for Secure Physical Layer Communications: A Survey	23
Learning-Based Handover in Mobile Millimeter-Wave Networks	23
Routing for Space-Air-Ground Integrated Network With GAN-Powered Deep Reinforcement Learning	23
A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification	23
RAPID: Retrieval and Predictability for Improved Stable Diffusion	22
RIS-Assisted Hybrid Symbiotic Radio Network: From Practical End-to-End Model to Multi-Objective Optimization	22
Applying RIS in Multi-User SWIPT-WPCN Systems: A Robust and Environmentally-Friendly Design	22
RF-UI: Continuous User Identification Through Gaits Using RFID	21
Cooperative Beamforming and Flexible Index Modulation for Reconfigurable Intelligent Surface-Aided Symbiotic Radio Systems	21
Generative Adversarial Networks-Based Channel Estimation for Intelligent Reflecting Surface Assisted mmWave MIMO Systems	21
LaMoSC: Large Language Model-Driven Semantic Communication System for Visual Transmission	21
Improving Energy Efficiency and QoS of LPWANs for IoT Using Q-Learning Based Data Routing	21
IEEE Communications Society Information	21
QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method	21
Capacity Analysis of Adaptive IRS-Aided Transmission With Direct Link in Nakagami-m Fading Channels	20
Deep Learning Based Transceiver Design for Additive Non-Gaussian Impulsive Noise Channels	20
Kernelized-Likelihood Ratio Tests for Binary Phase-Shift Keying Signal Detection	20
Geospatial Cognitive Networking Protocols and Sensing Algorithms for 5G NR Beamforming	20
SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition	19
A Theory for Semantic Channel Coding With Many-to-one Source	19
SemiAMR: Semi-Supervised Automatic Modulation Recognition With Corrected Pseudo-Label and Consistency Regularization	19
Joint Optimization of Video-Based AI Inference Tasks in MEC-Assisted Augmented Reality Systems	19
An Intelligent Strategy Decision Method for Collaborative Jamming Based on Hierarchical Multi-Agent Reinforcement Learning	19
Prediction and Modeling of Spectrum Occupancy for Dynamic Spectrum Access Systems	19
Shared Spectrum Monitoring Using Deep Learning	19
GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication	19
Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM Band	19
Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification	19
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array	19
SWIPT Enabled Cooperative Cognitive Radio Sensor Network With Non-Linear Power Amplifier	18
Cache Enabled UAV HetNets: Access - xHaul Coverage Analysis and Optimal Resource Partitioning	18
Quadruple Code Index Modulation	18
Distributed Multiuser Precoding via Unfolding WMMSE for Multicell MIMO Downlinks	18
Semi-Supervised MIMO Detection Using Cycle-Consistent Generative Adversarial Network	18
Joint Optimization for Mobile Crowdsensing Systems With Reliability Consideration	18
Feature-Imitation Federated Learning: An Efficient Approach for Specific Emitter Identification in Low-Resource Environments	18
An Optimized Move List for Dynamic Protection Area in CBRS	18
An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System With M-ary Modulation	18
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition	17
Table of Contents	17
IEEE Communications Society	17
Dynamic Energy Efficient Resource Allocation for Massive MIMO Networks Using Randomized Ensembled Double Q-learning Algorithm	17
Multi-Attribute Auction-Based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-Based DRL Approach	17
IEEE Communications Society Information	17
Table of Contents	16
Multi-User MISO with Stacked Intelligent Metasurfaces: A DRL-Based Sum-Rate Optimization Approach	16
Feature Importance-Aware Task-Oriented Semantic Transmission and Optimization	16
Modeling and Classifying Error-Correcting Codes With Soft Decision-Based HMMs for Intelligent Wireless Communication	16
Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach	16
Brownian Bridge-Based Diffusion Channel Denoising for ISAC Massive MIMO Systems	16
GAN-RXA: A Practical Scalable Solution to Receiver-Agnostic Transmitter Fingerprinting	16
Age of Information Aware Trajectory Planning of UAV	16
A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System	16
Contextual Multi-Armed Bandit-Based Dynamic Cooperative Link Configuration for AUV in UWASNs With Energy Harvesting	16
Communication-Efficient Federated Double Distillation in IoV	16
A Multi-Blockchain Scheme for Distributed Spectrum Sharing in CBRS System	15
Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things With RF Energy Harvesting	15
RadYOLOLet: Radar Detection and Parameter Estimation Using YOLO and WaveLet	15
Intelligent Resource Adaptation for Diversified Service Requirements in Industrial IoT	15

Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	14
UGV Charging Stations for UAV-Assisted AoI-Aware Data Collection	14
IEEE Communications Society	14
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks	14
Context-Based Semantic Communication via Dynamic Programming	14
Performance of NOMA-Enabled Cooperative FD D2D Communication in Cellular Underlay	14
An End-to-End Deep Neural Network for Passive Positioning of Emitters and Receivers with Variable Numbers	14
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	14
Spectrum Prediction for Protocol-Aware RF Jamming	14
Residual-Aided End-to-End Learning of Communication System Without Known Channel	14
Deep Learning-Based Joint NOMA Signal Detection and Power Allocation in Cognitive Radio Networks	14
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms	14
Energy-Efficient Power Allocation in Downlink Multi-Cell Multi-Carrier NOMA: Special Deep Neural Network Framework	13
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	13
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	13
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems	13
Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS	13
How to Evaluate Semantic Communications for Images With ViTScore Metric?	13
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication	13
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	13
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications	13
PPO Based Task Offloading With EKF for Position Prediction in RSU-Assisted IoV	13
IEEE Communications Society Information	12
SCM-GNN: A Graph Neural Network-Based Multi-Antenna Spectrum Sensing in Cognitive Radio	12
On the Secrecy Analysis of Dual-Hop SWIPT-Based Multi-Source Underlay Cognitive Radio Networks	12
IEEE Communications Society Information	12
Robust Energy Efficiency Optimization for Double-RIS-Assisted Wireless-Powered Backscatter Communications	12
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach	11
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas	11
Coordinates-Based Resource Allocation Through Supervised Machine Learning	11
TrustFed: A Reliable Federated Learning Framework With Malicious-Attack Resistance	11
Physical Layer and MAC Design for Self-Reliant Cognitive Multicast Networks Using LTE Resources	11
Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing	11
Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications	11
A Game-Theoretic Framework for Coexistence of WiFi and Cellular Networks in the 6-GHz Unlicensed Spectrum	11
A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination	10
Resource Allocation for Heterogeneous Statistical QoS Provisioning Over Internet-of-Vehicles via Hierarchical Deep Reinforcement Learning	10
Secure Federated Learning by Power Control for Internet of Drones	10
Conceptual Learning and Causal Reasoning for Semantic Communication	10
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network	10
Data-Driven Spectrum Partition for Multiplexing URLLC and eMBB	10
Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks	10
Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services	10
IEEE Communications Society	10
A Scalable Algorithm for User Grouping in LEO-MEO-HEO Hybrid Very High Throughput Satellite Constellations	10
Generative AI-Driven Incentive Mechanism for Semantic Communications in RSMA Networks	10
Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach	10
Location Privacy and Spectrum Efficiency Enhancement in Spectrum Sharing Systems	10
IEEE Communications Society	10
Robust Secure Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks	10
Data Augmentation and Individual Identification Method for Emitters Using Contour Stella Image Mapping	9
Generative AI on SpectrumNet: An Open Benchmark of Multiband 3-D Radio Maps	9
Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks	9
Cognitive Radio Timing Protocol for Interference-Constrained Throughput Maximization	9
HFAD: Homomorphic Filtering Adversarial Defense Against Adversarial Attacks in Automatic Modulation Classification	9
Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion	9
Ensemble Wrapper Subsampling for Deep Modulation Classification	9
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems	9
Integrated Sensing and Communication Signal Processing Based on Compressed Sensing Over Unlicensed Spectrum Bands	9
VOMTC: Vision Objects for Millimeter and Terahertz Communications	9
Energy-Efficient Blockchain-Enabled User-Centric Mobile Edge Computing	8
New Asynchronous Channel-Hopping Sequences for Cognitive-Radio Wireless Networks	8
Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels	8
A Comprehensive Real-World Evaluation of 5G Improvements over 4G in Low-and Mid-Bands	8
Speech Semantic Communication Based on Swin Transformer	8
Large Array Antenna Spectrum Sensing in Cognitive Radio Networks	8
Sustainability Analysis of Opportunistic CR-IoT Network Employing Microwave Power Transfer	8
Multi-UAV Trajectory Design for Fair and Secure Communication	8
Cooperative Sensing of Non-Cooperative Beam Signals	8
True-Asynchronous Transmission Modeling and Software-Defined-Radio Experimental Testbed for Cognitive Radio Ad-Hoc Wireless Networks	8
Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks	8
Resource-Aware Reinforcement Learning-Based Transmission Optimization for Mobile Augmented Reality in Edge Computing	8
GAI-Based Resource and QoE Aware Service Placement in Next-Generation Multi-Domain IoT Networks	8
Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off	8
Fine-Grained Open Set Signal Modulation Classification via Self-Supervised Pre-Training	8
Grant-Free Random Access With Backscattering Self-Conjugating Metasurfaces	8
Learn to Schedule: Data Freshness-Oriented Intelligent Scheduling in Industrial IoT	8
SCAN: Semantic Communication With Adaptive Channel Feedback	8
Channel-Resilient and Low-Power Radio Frequency Fingerprint Identification for VDES-SAT	8
A Fast Multi-Loss Learning Deep Neural Network for Automatic Modulation Classification	8
Semantic Feature Division Multiple Access for Digital Semantic Multiple Access Channels	8
NOMA-Based Multi-User Mobile Edge Computation Offloading via Cooperative Multi-Agent Deep Reinforcement Learning	8
A Potential Game Approach for Decentralized Resource Coordination in Coexisting IWNs	8
Performance of CDRT-Based Underlay Downlink NOMA Network With Combining at the Users	7
Channel Estimation for Spectrum Sharing in Massive MIMO Communications	7
Throughput Optimization for Noma Energy Harvesting Cognitive Radio With Multi-UAV-Assisted Relaying Under Security Constraints	7
R-UAV-Net: Enhanced YOLOv4 With Graph-Semantic Compression for Transformative UAV Sensing in Paddy Agronomy	7
Learning End-User Behavior for Optimized Bidding and User/Network Association	7
SatBFT: An Efficient and Scalable Consensus Protocol for Blockchain-Enabled Space-Air-Ground Integrated Network	7
Influence of Noise Uncertainty Source and Model on the SNR Wall of Energy Detection	7
Active Reconfigurable Intelligent Surface-Based Symbiotic Radio: Boosting Mutual Benefits	7
Generative AI-Driven Semantic Communication Networks: Architecture, Technologies, and Applications	7
DeepAir: Enabling Data-Driven Dynamic Spectrum Sharing via Scalable Forecasting	7
Spectrum Recommendation in Cognitive Internet of Things: A Knowledge-Graph-Based Framework	7
Multi-Agent DRL for Queue-Aware Task Offloading in Hierarchical MEC-Enabled Air-Ground Networks	7