IEEE Transactions on Cognitive Communications and Networking

Article	Citations
IEEE Communications Society Information	183
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	150
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	116
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	113
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	100
A Reinforcement Learning-Assisted OFDM-IM Communication System against Reactive Jammers	87
Adaptive DTN Routing: A Neuromorphic Networking Perspective	83
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	82
IEEE Communications Society Information	81
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	80
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	80
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	77
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	76
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	69
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	67
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	64
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	63
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	62
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference	60
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	59
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	59
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	59
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	59
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	58
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	54

Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	53
Active Learning for Network Traffic Classification: A Technical Study	52
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	52
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	51
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	50
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	49
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	48
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	47
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	47
IEEE Transactions on Cognitive Communications and Networking Publication Information	47
IEEE Communications Society	45
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	44
Multi-Stage Semantic Communication for Low-Latency Edge Inference	44
Dual Intelligence: Leveraging DRL with Smart Satellites to Counter Intelligent Jamming in Satellite Networks	43
Effective Non-Gaussian Noise Removal of 3D Radio Maps through Correntropy-based Nonlocal Tensor Ring Decomposition	43
Learning to Predict: Collaborative Cloud-Edge Multi-Time-Scale Attention Model for Industrial Wireless Channel Prediction	41
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	41
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	40
D-2MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	40
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	40
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	40
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	40
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems	40
IEEE Communications Society Information	40
Deterministic Move Lists for Federal Incumbent Protection in the CBRS Band	39
Spectrum Sensing Based on Graph Fourier Transform Using Laplacian Matrix and Vertex Probability Vector	39
Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks	39
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	39
STBC: A Novel Blockchain-Based Spectrum Trading Solution	38
On the Performance of Rate Splitting Multiple Access for ISAC in Device-to-Multi-Device IoT Communications	38
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	38
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	38
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	38
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	38
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	37
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks	37
RIS Assisted Multiple User Interference Mitigation via an Accelerated Coordinate Descent Method	36
RFSensingGPT: A Multi-Modal RAG-Enhanced Framework for Integrated Sensing and Communications Intelligence in 6G Networks	36
A Robust STAR-RIS-Assisted MU-MIMO System for Integrated Sensing and Communications	36
STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization	36
Secrecy Analysis of Underlay CRN in the Presence of Correlated and Imperfect Channel	34
Cooperative Sensing With Heterogeneous Spectrum Availability in Cognitive Radio	33
Mobile-Edge Computing for Multi-Services Digital Twin-Enabled IoT Heterogeneous Networks	33
PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification	33
Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks	33
Joint Broadcast and Unicast Transmission Based on RSMA and Spectrum Sharing for Integrated Satellite–Terrestrial Network	33
IEEE Communications Society	32
IEEE Communications Society	32
Spectrum Sharing and Power Allocation Optimised Multihop Multipath D2D Video Delivery in Beyond 5G Networks	32
Table of Contents	31

DC4S: A Dual-Contrast Self-Supervised Learning Framework for Robust and Efficient Spectrum Sensing with Limited Labeled Data	31
Robust Three-Dimensional Near-Field Source Localization Method Based on Deep Feature Fusion Extraction Network	30
Evolving Multi-Branch Attention Convolutional Neural Networks for Online RIS Configuration	30
On the Performance of Channel Occupancy Rate Estimation With Iterative Threshold Setting in Cognitive Radios	29
Multi-modal Sensing-Aided Channel Prediction for 6G mmWave Massive Antenna Systems	28
Machine Learning-Based Infrastructure Sharing and Shared Operations for Intelligent Reflecting Surface-Aided Communications	28
Detecting Congestion-Related Attacks via Fine-Grained Queue Diagnosis	28
SmartCon: Deep Probabilistic Learning-Based Intelligent Link-Configuration in Narrowband-IoT Toward 5G and B5G	28
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning	28
Joint Hybrid Transceiver and Reflection Matrix Design for RIS-Aided mmWave MIMO Cognitive Radio Systems	27
Hierarchical Channel Estimation for Near-field Spatial Non-stationary Channels: A Pre-selection and Multi-level Dynamic Threshold Strategy	27
Multi-Domain Fusion for High-Sensitivity Interference Identification: A Lightweight Model Using Multi-Scale Extraction and Compression	27
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning	27
An Open-Set Few-Shot Class Incremental Learning Framework for Specific Emitter Identification	27
Hybrid Time-Switching and Power-Splitting EH Relaying for RIS-NOMA Downlink	26
Deterministic Cognition: Cross-Domain Flow Scheduling for Time-Sensitive Networks	26
SigNet: A Novel Deep Learning Framework for Radio Signal Classification	26
Table of Contents	25
SpectrumBC: A Blockchain-Aided Cooperative Spectrum Sensing Framework	25
FAE-MSLKNet: Multi-Scale Large Kernel Network With Fourier Adaptive Enhancement for Automatic Modulation Recognition	25
Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method	25
Cooperative Beamforming and Flexible Index Modulation for Reconfigurable Intelligent Surface-Aided Symbiotic Radio Systems	24
Deep Learning-Based Joint Channel Equalization and Symbol Detection for Air-Water Optoacoustic Communications	24
RAPID: Retrieval and Predictability for Improved Stable Diffusion	24
DL-Based Anomaly Detection at the Physical-Layer of Cognitive Radio by Deep Support Vector Data Description	24
Jamming Effectiveness Evaluation Based on Automatic Modulation Recognition in Cognitive Jamming Systems	24
Asynchronous Decentralized Federated Anomaly Detection for 6G Networks	24
Applying RIS in Multi-User SWIPT-WPCN Systems: A Robust and Environmentally-Friendly Design	23
User Service Behavior Prediction via Spatial-Temporal Fusion: A Graph Inference Perspective	23
Integrated Sensing, Communication, and Computation in SAGIN: Joint Beamforming and Resource Allocation	23
SOC Algorithm-Based Framework for Spectrum Occupancy Completion	23
Exclusive-Region-Map-Based Medium Access Control in Mobile Networks With Directional Antennas Through Deep Interference Learning	22
RAN Slicing With Joint Resource Allocation for a Multi-Tenant–Multi-Service System	22
Improving Energy Efficiency and QoS of LPWANs for IoT Using Q-Learning Based Data Routing	22
Generative Adversarial Networks-Based Channel Estimation for Intelligent Reflecting Surface Assisted mmWave MIMO Systems	22
Joint Beamforming Design for Double Active RIS-Assisted Radar-Communication Coexistence Systems	21
RIS-Assisted Hybrid Symbiotic Radio Network: From Practical End-to-End Model to Multi-Objective Optimization	21
Transmission Design for IRS-Aided MIMO Cognitive Radio Systems With Finite Alphabet Inputs and Imperfect CSI	21
ISAR Sensing Based on MUSIC Algorithm in Integrated Sensing and Communications	21
QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method	21
IEEE Communications Society Information	20
Generative AI for Secure Physical Layer Communications: A Survey	20
Capacity Analysis of Adaptive IRS-Aided Transmission With Direct Link in Nakagami-m Fading Channels	20
A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification	20
Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM	20
Joint Optimization of Video-Based AI Inference Tasks in MEC-Assisted Augmented Reality Systems	20
Routing for Space-Air-Ground Integrated Network With GAN-Powered Deep Reinforcement Learning	20
Feature-Imitation Federated Learning: An Efficient Approach for Specific Emitter Identification in Low-Resource Environments	19
SemiAMR: Semi-Supervised Automatic Modulation Recognition With Corrected Pseudo-Label and Consistency Regularization	19
Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM Band	19
Prediction and Modeling of Spectrum Occupancy for Dynamic Spectrum Access Systems	19
Deep Learning Based Transceiver Design for Additive Non-Gaussian Impulsive Noise Channels	19
LaMoSC: Large Language Model-Driven Semantic Communication System for Visual Transmission	19
GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication	19
Geospatial Cognitive Networking Protocols and Sensing Algorithms for 5G NR Beamforming	19
A Theory for Semantic Channel Coding With Many-to-one Source	19
Short-Packet Transmission in NOMA-ISAC Systems	18
SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition	18
Device-Level Learning-Based Distributed Power Control for Uplink NOMA in IoT Networks	18
RF-UI: Continuous User Identification Through Gaits Using RFID	18
Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification	18
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array	17
An Intelligent Strategy Decision Method for Collaborative Jamming Based on Hierarchical Multi-Agent Reinforcement Learning	17
Shared Spectrum Monitoring Using Deep Learning	17
Jamming Signal Power Detection Based On Masked Convolutional Encoder-Decoder Network	17
Distributed Multiuser Precoding via Unfolding WMMSE for Multicell MIMO Downlinks	17
IEEE Communications Society	16
Semi-Supervised MIMO Detection Using Cycle-Consistent Generative Adversarial Network	16
Dynamic Energy Efficient Resource Allocation for Massive MIMO Networks Using Randomized Ensembled Double Q-learning Algorithm	16
IEEE Communications Society Information	16
Joint Optimization for Mobile Crowdsensing Systems With Reliability Consideration	16
Table of Contents	16
An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System With M-ary Modulation	16
Residual-Aided End-to-End Learning of Communication System Without Known Channel	15
RadYOLOLet: Radar Detection and Parameter Estimation Using YOLO and WaveLet	15
A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System	15
Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach	15
Table of Contents	15
Multi-User MISO with Stacked Intelligent Metasurfaces: A DRL-Based Sum-Rate Optimization Approach	15
SWIPT Enabled Cooperative Cognitive Radio Sensor Network With Non-Linear Power Amplifier	15

An Optimized Move List for Dynamic Protection Area in CBRS	15
GAN-RXA: A Practical Scalable Solution to Receiver-Agnostic Transmitter Fingerprinting	15
An End-to-End Deep Neural Network for Passive Positioning of Emitters and Receivers with Variable Numbers	15
Quadruple Code Index Modulation	15
Performance of NOMA-Enabled Cooperative FD D2D Communication in Cellular Underlay	15
Contextual Multi-Armed Bandit-Based Dynamic Cooperative Link Configuration for AUV in UWASNs With Energy Harvesting	15
Communication-Efficient Federated Learning via Dynamic Sparsity: An Adaptive Pruning Ratio Based on Weight Importance	15
Intelligent Resource Adaptation for Diversified Service Requirements in Industrial IoT	14
Cache Enabled UAV HetNets: Access - xHaul Coverage Analysis and Optimal Resource Partitioning	14
Modeling and Classifying Error-Correcting Codes With Soft Decision-Based HMMs for Intelligent Wireless Communication	14
Multi-Attribute Auction-Based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-Based DRL Approach	14
UGV Charging Stations for UAV-Assisted AoI-Aware Data Collection	14
Minimum Multiuser Secrecy Rate Maximization in RIS-aided NOMA Systems with Imperfect Eve CSI	14
A Multi-Blockchain Scheme for Distributed Spectrum Sharing in CBRS System	14
Deep Learning-Based Joint NOMA Signal Detection and Power Allocation in Cognitive Radio Networks	14
Spec-GNN: Spectrum Enforcement Through Graph Neural Networks in Dynamic Spectrum Access Systems	14
Feature Importance-Aware Task-Oriented Semantic Transmission and Optimization	13
Age of Information Aware Trajectory Planning of UAV	13
Brownian Bridge-Based Diffusion Channel Denoising for ISAC Massive MIMO Systems	13
Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things With RF Energy Harvesting	13
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition	13
A Zero-Shot Federated Unlearning Framework With Stability Verification	13
Context-Based Semantic Communication via Dynamic Programming	12
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms	12
Communication-Efficient Federated Double Distillation in IoV	12
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks	12
Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	12
How to Evaluate Semantic Communications for Images With ViTScore Metric?	12
PPO Based Task Offloading With EKF for Position Prediction in RSU-Assisted IoV	12
IEEE Communications Society	12
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	11
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	11
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	11
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	11
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems	11
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication	11
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications	11
Deep Learning Based Channel Estimation for Massive MIMO: A Sparsity Adaptive Compressive Sensing Method and FPGA Implementation	11
IEEE Communications Society Information	10
Energy-Efficient Power Allocation in Downlink Multi-Cell Multi-Carrier NOMA: Special Deep Neural Network Framework	10
IEEE Communications Society Information	10
Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing	10
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas	10
Mobility in Hierarchical Federated Learning: Resource Allocation and Convergence Analysis	10
Symbiotic Secure and Efficient Hybrid Near/Far-Field Transmission Design for STAR-RIS-Aided RSMA Networks	10
Resource Allocation for Heterogeneous Statistical QoS Provisioning Over Internet-of-Vehicles via Hierarchical Deep Reinforcement Learning	10
Coordinates-Based Resource Allocation Through Supervised Machine Learning	10
TrustFed: A Reliable Federated Learning Framework With Malicious-Attack Resistance	10
Spectrum Prediction for Protocol-Aware RF Jamming	10
Distributed Grade-Clustering Assisted Computing Offloading Optimization for Cooperative Vehicular Edge Networks With Near-Field Communications	10
Physical Layer and MAC Design for Self-Reliant Cognitive Multicast Networks Using LTE Resources	10
Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services	10
On the Secrecy Analysis of Dual-Hop SWIPT-Based Multi-Source Underlay Cognitive Radio Networks	9
Generative AI-Driven Incentive Mechanism for Semantic Communications in RSMA Networks	9
Conceptual Learning and Causal Reasoning for Semantic Communication	9
Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks	9
Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks	9
IEEE Communications Society	9
Cross-Band Modulation Design for Hybrid RF-Optical Systems	9
AFD-IL: A Long-Term Incremental Learning Approach with Adaptive Feature Distillation for Specific Emitter Identification	9
Robust Energy Efficiency Optimization for Double-RIS-Assisted Wireless-Powered Backscatter Communications	9
Few-Shot Automatic Modulation Classification via Semi-Supervised Metric Learning and Lightweight Conv-Transformer Model	9
Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach	9
SCM-GNN: A Graph Neural Network-Based Multi-Antenna Spectrum Sensing in Cognitive Radio	9
SCAN: Semantic Communication With Adaptive Channel Feedback	9
Integrated Sensing and Communication Signal Processing Based on Compressed Sensing Over Unlicensed Spectrum Bands	9
IEEE Communications Society	9
Full-Duplex Communications for Cellular-Connected UAVs: Dual-Criteria Decoupling, Distributed Beamforming, and Power Control	9
Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications	9
A Game-Theoretic Framework for Coexistence of WiFi and Cellular Networks in the 6-GHz Unlicensed Spectrum	9
Secure Federated Learning by Power Control for Internet of Drones	9
Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks	9
Generative AI on SpectrumNet: An Open Benchmark of Multiband 3-D Radio Maps	9
Data Augmentation and Individual Identification Method for Emitters Using Contour Stella Image Mapping	9
A Scalable Algorithm for User Grouping in LEO-MEO-HEO Hybrid Very High Throughput Satellite Constellations	9
VOMTC: Vision Objects for Millimeter and Terahertz Communications	9
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach	9
Data-Driven Spectrum Partition for Multiplexing URLLC and eMBB	9
Location Privacy and Spectrum Efficiency Enhancement in Spectrum Sharing Systems	8
Cognitive Radio Timing Protocol for Interference-Constrained Throughput Maximization	8
Spectrum Recommendation in Cognitive Internet of Things: A Knowledge-Graph-Based Framework	8
Dynamic Spectrum Aggregation and Access for Rescue Cognitive Networks Using Multi-Agent Actor-Critic Reinforcement Learning	8
Resource-Aware Reinforcement Learning-Based Transmission Optimization for Mobile Augmented Reality in Edge Computing	8
Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels	8
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network	8
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems	8
Semantic Feature Division Multiple Access for Digital Semantic Multiple Access Channels	8
GAI-Based Resource and QoE Aware Service Placement in Next-Generation Multi-Domain IoT Networks	8
Channel-Resilient and Low-Power Radio Frequency Fingerprint Identification for VDES-SAT	8
Learn to Schedule: Data Freshness-Oriented Intelligent Scheduling in Industrial IoT	8
Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion	8
HFAD: Homomorphic Filtering Adversarial Defense Against Adversarial Attacks in Automatic Modulation Classification	8
Large Array Antenna Spectrum Sensing in Cognitive Radio Networks	8
Fine-Grained Open Set Signal Modulation Classification via Self-Supervised Pre-Training	8
Sustainability Analysis of Opportunistic CR-IoT Network Employing Microwave Power Transfer	8