IEEE Transactions on Cognitive Communications and Networking

Papers
(The median citation count of IEEE Transactions on Cognitive Communications and Networking is 2. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing261
Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer197
Symbiotic Radio: Cognitive Backscattering Communications for Future Wireless Networks166
Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks163
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning140
Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability137
Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular Environment121
Beyond Cell-Free MIMO: Energy Efficient Reconfigurable Intelligent Surface Aided Cell-Free MIMO Communications104
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information98
QoS Prediction for Service Recommendation With Features Learning in Mobile Edge Computing Environment92
Fast-Convergent Federated Learning With Adaptive Weighting91
UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning77
Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments77
Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks With NOMA75
Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks71
Robust Secure Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks67
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs66
Joint Transmit Beamforming and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Systems66
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective65
DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer64
Optimization of Task Scheduling and Dynamic Service Strategy for Multi-UAV-Enabled Mobile-Edge Computing System62
5G New Radio Unlicensed: Challenges and Evaluation62
Secure and Energy Efficient Transmission for IRS-Assisted Cognitive Radio Networks60
Deep Learning Based End-to-End Wireless Communication Systems Without Pilots56
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing54
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems53
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition52
Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations51
OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels51
Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks50
Combined RF-Based Drone Detection and Classification50
Lightweight Automatic Modulation Classification Based on Decentralized Learning49
Channel Estimation Approach for RIS Assisted MIMO Systems49
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems48
Lightweight Deep Learning Based Intelligent Edge Surveillance Techniques47
Delay-Aware VNF Scheduling: A Reinforcement Learning Approach With Variable Action Set47
Robust Beamforming Design for Intelligent Reflecting Surface Aided Cognitive Radio Systems With Imperfect Cascaded CSI46
On the Performance of RIS-Assisted Dual-Hop Mixed RF-UWOC Systems46
Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks46
Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments45
Hybrid Beamforming for Multi-Carrier Dual-Function Radar-Communication System44
Shared Spectrum Monitoring Using Deep Learning43
A 3D Non-Stationary Channel Model for 6G Wireless Systems Employing Intelligent Reflecting Surfaces With Practical Phase Shifts43
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning41
Signal Modulation Classification Based on the Transformer Network40
SigNet: A Novel Deep Learning Framework for Radio Signal Classification40
NOMA-Based Multi-User Mobile Edge Computation Offloading via Cooperative Multi-Agent Deep Reinforcement Learning39
Applications of Auction and Mechanism Design in Edge Computing: A Survey38
Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System37
Throughput Maximization With Energy Harvesting in UAV-Assisted Cognitive Mobile Relay Networks37
Cooperative Hybrid Nonorthogonal Multiple Access-Based Mobile-Edge Computing in Cognitive Radio Networks36
Secure Federated Learning by Power Control for Internet of Drones36
Federated Learning Over Noisy Channels: Convergence Analysis and Design Examples35
Balancing Energy Consumption and Reputation Gain of UAV Scheduling in Edge Computing35
Beam Management in Ultra-Dense mmWave Network via Federated Reinforcement Learning: An Intelligent and Secure Approach35
Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach35
Exploiting FD/HD Cooperative-NOMA in Underlay Cognitive Hybrid Satellite-Terrestrial Networks34
A Robust Deep Learning-Based Beamforming Design for RIS-Assisted Multiuser MISO Communications With Practical Constraints33
Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning32
Visualizing Deep Learning-Based Radio Modulation Classifier32
SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition32
Resource Allocation and Trajectory Design in UAV-Assisted Jamming Wideband Cognitive Radio Networks31
Performance of Adaptive Multi-User Underlay NOMA Transmission With Simple User Selection31
Joint Energy and Trajectory Optimization for UAV-Enabled Relaying Network With Multi-Pair Users30
A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks29
Intelligent Optimization of Availability and Communication Cost in Satellite-UAV Mobile Edge Caching System With Fault-Tolerant Codes29
Rate Splitting on Mobile Edge Computing for UAV-Aided IoT Systems29
UAV-Aided Aerial Reconfigurable Intelligent Surface Communications With Massive MIMO System29
Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning28
Active Learning for Network Traffic Classification: A Technical Study28
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning28
Machine Learning-Assisted Beam Alignment for mmWave Systems28
Delay Optimization in Mobile Edge Computing: Cognitive UAV-Assisted eMBB and mMTC Services27
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering26
A Dual-Function Massive MIMO Uplink OFDM Communication and Radar Architecture26
A Hybrid Architecture for Federated and Centralized Learning26
UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation26
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control26
Measuring Sparsity of Wireless Channels26
Robust Beamformer Design in Active RIS-Assisted Multiuser MIMO Cognitive Radio Networks25
A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification25
Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things With RF Energy Harvesting25
Q-Learning-Based Spectrum Access for Multimedia Transmission Over Cognitive Radio Networks24
Resource Allocation for NOMA-Enabled Cognitive Satellite–UAV–Terrestrial Networks With Imperfect CSI24
Coordinated Beamforming for UAV-Aided Millimeter-Wave Communications Using GPML-Based Channel Estimation23
Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification23
Design of Communication Systems Using Deep Learning: A Variational Inference Perspective23
Physical-Layer Security on Maximal Ratio Combining for SIMO Cognitive Radio Networks Over Cascaded κ-μ Fading Channels23
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO23
Joint Buffer-Aided Hybrid-Duplex Relay Selection and Power Allocation for Secure Cognitive Networks With Double Deep Q-Network22
Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions22
On Joint Offloading and Resource Allocation: A Double Deep Q-Network Approach22
Average Peak Age of Information Analysis for Wireless Powered Cooperative Networks22
Resource Allocation in Cognitive Radio-Enabled UAV Communication22
Data-Aware Device Scheduling for Federated Edge Learning22
Double Auction Mechanism for Resource Allocation in Satellite MEC21
Learning-Based Hybrid Beamforming Design for Full-Duplex Millimeter Wave Systems21
Toward Joint Learning of Optimal MAC Signaling and Wireless Channel Access21
Intelligent Reflecting Surfaces and Spectrum Sensing for Cognitive Radio Networks21
Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains With Mobile Edge Computing21
RIS Configuration, Beamformer Design, and Power Control in Single-Cell and Multi-Cell Wireless Networks21
STBC: A Novel Blockchain-Based Spectrum Trading Solution21
Series-Constellation Feature Based Blind Modulation Recognition for Beyond 5G MIMO-OFDM Systems With Channel Fading20
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty20
A Radio Signal Recognition Approach Based on Complex-Valued CNN and Self-Attention Mechanism20
Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks20
Blockchain-Empowered Federated Learning for Healthcare Metaverses: User-Centric Incentive Mechanism With Optimal Data Freshness20
EMD and VMD Empowered Deep Learning for Radio Modulation Recognition19
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks19
Learning From Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing19
Channel Estimation Enhancement With Generative Adversarial Networks19
Intelligent Service Migration Based on Hidden State Inference for Mobile Edge Computing19
Spatio-Temporal Spectrum Load Prediction Using Convolutional Neural Network and ResNet19
Improving Energy Efficiency and QoS of LPWANs for IoT Using Q-Learning Based Data Routing19
Machine Learning in NextG Networks via Generative Adversarial Networks19
Radio Resource Management Approaches for Reliable Device-to-Device (D2D) Communication in Wireless Industrial Applications17
Short-Packet Backscatter Assisted Wireless-Powered Relaying With NOMA: Mode Selection With Performance Estimation17
Physical Layer Security for Wireless-Powered Ambient Backscatter Cooperative Communication Networks17
Radio Frequency Fingerprinting Exploiting Non-Linear Memory Effect17
A Fair and Cooperative MAC Protocol for Heterogeneous Cognitive Radio Enabled Vehicular Ad-Hoc Networks17
Semantics-Native Communication via Contextual Reasoning17
Multi-Agent Reinforcement Learning-Based Distributed Dynamic Spectrum Access17
Intelligent Reflecting Surface-Assisted mmWave Communication With Lens Antenna Array16
WiST ID—Deep Learning-Based Large Scale Wireless Standard Technology Identification16
Robust Beamforming Optimization for Self-Sustainable Intelligent Reflecting Surface Assisted Wireless Networks16
Prediction and Modeling of Spectrum Occupancy for Dynamic Spectrum Access Systems16
Sparse Bayesian Learning-Based 3-D Radio Environment Map Construction—Sampling Optimization, Scenario-Dependent Dictionary Construction, and Sparse Recovery16
Multi-Operator Dynamic Spectrum Sharing for Wireless Communications: A Consortium Blockchain Enabled Framework16
Performance Impact of Coexistence Groups in a GAA-GAA Coexistence Scheme in the CBRS Band16
Learning-Based Handover in Mobile Millimeter-Wave Networks16
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems16
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network15
Cooperative Edge Computing of Data Analytics for the Internet of Things15
Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning15
Radio Environment Map Construction Based on Spatial Statistics and Bayesian Hierarchical Model15
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach15
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference14
Cooperative Multi-Agent Deep Reinforcement Learning for Resource Management in Full Flexible VHTS Systems14
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks14
Load Balancing for Distributed Intelligent Edge Computing: A State-Based Game Approach14
Context-Based Semantic Communication via Dynamic Programming14
Efficient Computation Offloading and Resource Allocation Scheme for Opportunistic Access Fog-Cloud Computing Networks14
A Hybrid Model-Based and Data-Driven Approach to Spectrum Sharing in mmWave Cellular Networks14
Deep Learning-Based Joint NOMA Signal Detection and Power Allocation in Cognitive Radio Networks13
Multiuser Scheduling in Centralized Cognitive Radio Networks: A Multi-Armed Bandit Approach13
An Improved Initialization Method for Fast Learning in Long Short-Term Memory-Based Markovian Spectrum Prediction13
Performance of CSI-Based Power Control and NOMA/OMA Switching for Uplink Underlay Networks With Imperfect SIC13
Achievable Rates of Opportunistic Cognitive Radio Systems Using Reconfigurable Antennas With Imperfect Sensing and Channel Estimation13
Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM Band13
Riemannian Mean Shift-Based Data Fusion Scheme for Multi-Antenna Cooperative Spectrum Sensing12
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search12
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference12
Hybrid Time-Switching and Power-Splitting EH Relaying for RIS-NOMA Downlink12
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication12
Joint Channel Estimation and Decoding for Polar Coded SCMA System Over Fading Channels12
A Data-Driven Self-Optimization Solution for Inter-Frequency Mobility Parameters in Emerging Networks12
Cooperative Topology Sensing of Wireless Networks With Distributed Sensors12
Social-Aware Proactive Content Caching and Sharing in Multi-Access Edge Networks12
Deep Neural Network: An Alternative to Traditional Channel Estimators in Massive MIMO Systems12
Residual-Aided End-to-End Learning of Communication System Without Known Channel12
Throughput Optimization for Noma Energy Harvesting Cognitive Radio With Multi-UAV-Assisted Relaying Under Security Constraints12
GoodPut, Collision Probability and Network Stability of Energy-Harvesting Cognitive-Radio IoT Networks12
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication12
Communication-Efficient and Federated Multi-Agent Reinforcement Learning11
MRIRS: Mobile Ad Hoc Routing Assisted With Intelligent Reflecting Surfaces11
Performance of CDRT-Based Underlay Downlink NOMA Network With Combining at the Users11
Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach11
An Emergent Self-Awareness Module for Physical Layer Security in Cognitive UAV Radios11
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users11
A Multi-Blockchain Scheme for Distributed Spectrum Sharing in CBRS System11
On-Device Cognitive Spectrum Allocation for Coexisting URLLC and eMBB Users in 5G Systems11
MAGNNETO: A Graph Neural Network-Based Multi-Agent System for Traffic Engineering11
Random Fourier Feature-Based Deep Learning for Wireless Communications11
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning11
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems11
Multi-Dimensional Polarized Modulation for Land Mobile Satellite Communications11
Short-Packet Communications for UAV-Based NOMA Systems Under Imperfect CSI and SIC11
New Asynchronous Channel-Hopping Sequences for Cognitive-Radio Wireless Networks11
QoE-Aware Resource Allocation for Non-Orthogonal Multiple Access Enhanced HetNets10
Normalized Min-Sum Neural Network for LDPC Decoding10
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing10
Cognitive Multi-User Multi-Relay Network: A Decentralized Scheduling Technique10
Secrecy Outage Analysis of CR-SWIPT Networks With Artificial Noise and Spatially Random Secondary Terminals10
Semantic Coding for Text Transmission: An Iterative Design10
Cooperative Task Offloading and Content Delivery for Heterogeneous Demands: A Matching Game-Theoretic Approach10
A Game-Theoretic Framework for Coexistence of WiFi and Cellular Networks in the 6-GHz Unlicensed Spectrum10
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems10
LEOPARD: Parallel Optimal Deep Echo State Network Prediction Improves Service Coverage for UAV-Assisted Outdoor Hotspots10
Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of Bluetooth10
Joint Optimization of Video-Based AI Inference Tasks in MEC-Assisted Augmented Reality Systems10
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks10
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking10
Deep Learning Empowered MAC Protocol Identification With Squeeze-and-Excitation Networks9
Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission9
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training9
Performance of Predictive Indoor mmWave Networks With Dynamic Blockers9
Modeling and Detection of Flooding-Based Denial of Service Attacks in Wireless Ad Hoc Networks Using Uncertain Reasoning9
Model and Transfer Spatial-Temporal Knowledge for Fine-Grained Radio Map Reconstruction9
Outage Probability Minimization in Secure NOMA Cognitive Radio Systems With UAV Relay: A Machine Learning Approach9
Learning-Based MIMO Detection With Dynamic Spatial Modulation9
Spectrum Sharing and Power Allocation Optimised Multihop Multipath D2D Video Delivery in Beyond 5G Networks9
Detection Strategy Against Restricted SSDF Attack With Potential Interaction Assistance9
Artificial Noise Aided Secure Communications for Cooperative NOMA Networks9
Deep Stacked Autoencoder-Based Long-Term Spectrum Prediction Using Real-World Data9
QoE-DEER: A QoE-Aware Decentralized Resource Allocation Scheme for Edge Computing9
Proactive Content Caching Based on Actor–Critic Reinforcement Learning for Mobile Edge Networks9
Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Task Scheduling8
Toward the Automatic Modulation Classification With Adaptive Wavelet Network8
Energy-Efficient Transmission Range and Duration for Cognitive Radio Sensor Networks8
RIS-Assisted Grant-Free NOMA: User Pairing, RIS Assignment, and Phase Shift Alignment8
Ensemble Wrapper Subsampling for Deep Modulation Classification8
An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System With M-ary Modulation8
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT8
A Transformer-Based Contrastive Semi-Supervised Learning Framework for Automatic Modulation Recognition8
Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off8
Radio Map-Based Cognitive Satellite-UAV Networks Towards 6G On-Demand Coverage8
Coordinates-Based Resource Allocation Through Supervised Machine Learning8
Knowledge-Driven Machine Learning and Applications in Wireless Communications8
Detection of Stealthy Jamming for UAV-Assisted Wireless Communications: An HMM-Based Method8
Applying RIS in Multi-User SWIPT-WPCN Systems: A Robust and Environmentally-Friendly Design8
Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method8
Channel Coding Scheme for Relay Edge Computing Wireless Networks via Homomorphic Encryption and NOMA8
D-RAN: A DRL-Based Demand-Driven Elastic User-Centric RAN Optimization for 6G & Beyond7
Benefits of Improper Gaussian Signaling in Interweave Cognitive Radio With Full and Partial CSI7
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching7
A Distributed Channel Access Scheme for Vehicles in Multi-Agent V2I Systems7
Hybrid Radio Resource Management for Time-Varying 5G Heterogeneous Wireless Access Network7
Energy-Efficient Joint Resource Allocation With Reconfigurable Intelligent Surfaces in Symbiotic Radio Networks7
Radio Frequency Fingerprinting Improved by Statistical Noise Reduction7
Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification7
Computation Offloading and Resource Allocation Based on DT-MEC-Assisted Federated Learning Framework7
Fast-Forward Mitigation Schemes for Cognitive Adversary7
DTFTCNet: Radar Modulation Recognition With Deep Time-Frequency Transformation6
Spectrum Sensing Under Illegal Spectrum Access Behaviors in Multiple Authorized Users Scenario6
Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS6
Blockchain Structure Electromagnetic Spectrum Database in Distributed Cognitive Radio Monitoring System6
AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B6
Enabling Cooperative Relay Selection by Transfer Learning for the Industrial Internet of Things6
SWIPT Enabled Cooperative Cognitive Radio Sensor Network With Non-Linear Power Amplifier6
Cooperative Sensing With Heterogeneous Spectrum Availability in Cognitive Radio6
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things6
Multi-Agent Interactive Localization: A Positive Transfer Learning Perspective5
Edge Computing-Aided Coded Vertical Federated Linear Regression5
Adaptive DTN Routing: A Neuromorphic Networking Perspective5
Data-Driven Spectrum Partition for Multiplexing URLLC and eMBB5
WiDFF-ID: Device-Free Fast Person Identification Using Commodity WiFi5
Dynamic Radio Map Using Statistical Hypothesis Testing5
A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination5
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas5
Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications5
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