IEEE Transactions on Cognitive Communications and Networking

Article	Citations
Reconfigurable Intelligent Surfaces for Wireless Communications: Principles, Challenges, and Opportunities	406
Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing	208
Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer	167
Cognition in UAV-Aided 5G and Beyond Communications: A Survey	148
Symbiotic Radio: Cognitive Backscattering Communications for Future Wireless Networks	143
Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks	138
Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability	115
Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular Environment	112
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning	110
RFAL: Adversarial Learning for RF Transmitter Identification and Classification	99
Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach	86
QoS Prediction for Service Recommendation With Features Learning in Mobile Edge Computing Environment	84
Joint Spectral and Energy Efficiency Optimization for Downlink NOMA Networks	81
Beyond Cell-Free MIMO: Energy Efficient Reconfigurable Intelligent Surface Aided Cell-Free MIMO Communications	80
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information	78
An Intelligent Anomaly Detection Scheme for Micro-Services Architectures With Temporal and Spatial Data Analysis	70
Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments	66
UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning	66
Robust Secure Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks	63
Deep Reinforcement Learning-Based Spectrum Allocation in Integrated Access and Backhaul Networks	62
Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks With NOMA	60
A Software Defined Radio Cross-Layer Resource Allocation Approach for Cognitive Radio Networks: From Theory to Practice	59
Fast-Convergent Federated Learning With Adaptive Weighting	57
Intelligent Traffic Adaptive Resource Allocation for Edge Computing-Based 5G Networks	56
Deep Reinforcement Learning for Dynamic Spectrum Sensing and Aggregation in Multi-Channel Wireless Networks	54

Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks	54
Joint Transmit Beamforming and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Systems	50
Optimization of Task Scheduling and Dynamic Service Strategy for Multi-UAV-Enabled Mobile-Edge Computing System	50
5G New Radio Unlicensed: Challenges and Evaluation	48
Deep Learning Based End-to-End Wireless Communication Systems Without Pilots	47
Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks	46
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing	45
End-to-End Performance-Based Autonomous VNF Placement With Adopted Reinforcement Learning	44
Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning	43
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	43
Secure and Energy Efficient Transmission for IRS-Assisted Cognitive Radio Networks	43
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems	43
DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer	42
Lightweight Deep Learning Based Intelligent Edge Surveillance Techniques	42
Delay-Aware VNF Scheduling: A Reinforcement Learning Approach With Variable Action Set	42
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition	41
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	41
Robust Beamforming Design for Intelligent Reflecting Surface Aided Cognitive Radio Systems With Imperfect Cascaded CSI	40
A Reinforcement Learning Method for Joint Mode Selection and Power Adaptation in the V2V Communication Network in 5G	40
Channel Estimation Approach for RIS Assisted MIMO Systems	40
Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments	39
Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks	39
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems	38
Secrecy Outage Analysis of UAV Assisted Relay and Antenna Selection for Cognitive Network Under Nakagami-${m}$ Channel	38
Throughput Maximization With Energy Harvesting in UAV-Assisted Cognitive Mobile Relay Networks	37
Two-Layer Game Based Resource Allocation in Cloud Based Integrated Terrestrial-Satellite Networks	36
Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations	36
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning	36
A Novel Spectrum Sharing Scheme Using Dynamic Long Short-Term Memory With CP-OFDMA in 5G Networks	34
OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels	34
On the Performance of RIS-Assisted Dual-Hop Mixed RF-UWOC Systems	34
Lightweight Automatic Modulation Classification Based on Decentralized Learning	34
Shared Spectrum Monitoring Using Deep Learning	34
A 3D Non-Stationary Channel Model for 6G Wireless Systems Employing Intelligent Reflecting Surfaces With Practical Phase Shifts	34
Primary Privacy Preserving With Joint Wireless Power and Information Transfer for Cognitive Radio Networks	33
Combined RF-Based Drone Detection and Classification	33
Balancing Energy Consumption and Reputation Gain of UAV Scheduling in Edge Computing	32
Exploiting FD/HD Cooperative-NOMA in Underlay Cognitive Hybrid Satellite-Terrestrial Networks	32
Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach	32
Hybrid Beamforming for Multi-Carrier Dual-Function Radar-Communication System	32
Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System	31
Cooperative Hybrid Nonorthogonal Multiple Access-Based Mobile-Edge Computing in Cognitive Radio Networks	31
Fine-Grained Management in 5G: DQL Based Intelligent Resource Allocation for Network Function Virtualization in C-RAN	31
NOMA-Based Multi-User Mobile Edge Computation Offloading via Cooperative Multi-Agent Deep Reinforcement Learning	30
Applications of Auction and Mechanism Design in Edge Computing: A Survey	29
Intelligent Optimization of Availability and Communication Cost in Satellite-UAV Mobile Edge Caching System With Fault-Tolerant Codes	28
A Robust Deep Learning-Based Beamforming Design for RIS-Assisted Multiuser MISO Communications With Practical Constraints	28
Unsupervised Linear and Nonlinear Channel Equalization and Decoding Using Variational Autoencoders	27
Rate Splitting on Mobile Edge Computing for UAV-Aided IoT Systems	27
Secure Federated Learning by Power Control for Internet of Drones	27

Resource Allocation and Trajectory Design in UAV-Assisted Jamming Wideband Cognitive Radio Networks	26
Opportunistic Utilization of Dynamic Multi-UAV in Device-to-Device Communication Networks	26
Licensed and Unlicensed Spectrum Management for Cognitive M2M: A Context-Aware Learning Approach	26
Joint D2D Assignment, Bandwidth and Power Allocation in Cognitive UAV-Enabled Networks	25
Joint Energy and Trajectory Optimization for UAV-Enabled Relaying Network With Multi-Pair Users	24
Visualizing Deep Learning-Based Radio Modulation Classifier	24
Beam Management in Ultra-Dense mmWave Network via Federated Reinforcement Learning: An Intelligent and Secure Approach	24
SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition	24
Performance of Adaptive Multi-User Underlay NOMA Transmission With Simple User Selection	23
UAV-Assisted Cooperative & Cognitive NOMA: Deployment, Clustering, and Resource Allocation	23
Design of Communication Systems Using Deep Learning: A Variational Inference Perspective	22
Machine Learning-Assisted Beam Alignment for mmWave Systems	22
An Artificial Intelligence Framework for Slice Deployment and Orchestration in 5G Networks	22
SigNet: A Novel Deep Learning Framework for Radio Signal Classification	22
A Secure Spectrum Handoff Mechanism in Cognitive Radio Networks	22
Federated Learning Over Noisy Channels: Convergence Analysis and Design Examples	22
Spectrum Availability Prediction for Cognitive Radio Communications: A DCG Approach	21
Coordinated Beamforming for UAV-Aided Millimeter-Wave Communications Using GPML-Based Channel Estimation	21
A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification	21
Autoencoder Neural Network Based Intelligent Hybrid Beamforming Design for mmWave Massive MIMO Systems	21
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering	21
Joint Buffer-Aided Hybrid-Duplex Relay Selection and Power Allocation for Secure Cognitive Networks With Double Deep Q-Network	21
Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning	20
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning	20
Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning	20
Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions	20
Measuring Sparsity of Wireless Channels	20
Signal Modulation Classification Based on the Transformer Network	19
Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains With Mobile Edge Computing	19
Double Auction Mechanism for Resource Allocation in Satellite MEC	19
A PHY Layer Security Analysis of Uplink Cooperative Jamming-Based Underlay CRNs With Multi-Eavesdroppers	19
Fast Q-Learning for Improved Finite Length Performance of Irregular Repetition Slotted ALOHA	19
A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks	19
Delay Optimization in Mobile Edge Computing: Cognitive UAV-Assisted eMBB and mMTC Services	19
A GRU-Based Prediction Framework for Intelligent Resource Management at Cloud Data Centres in the Age of 5G	19
Adaptive Bitrate Video Transmission Over Cognitive Radio Networks Using Cross Layer Routing Approach	18
A Dual-Function Massive MIMO Uplink OFDM Communication and Radar Architecture	18
Active Learning for Network Traffic Classification: A Technical Study	18
Q-Learning-Based Spectrum Access for Multimedia Transmission Over Cognitive Radio Networks	18
Learning-Based Hybrid Beamforming Design for Full-Duplex Millimeter Wave Systems	18
Spectrum Resource Allocation Based on Cooperative NOMA With Index Modulation	18
STBC: A Novel Blockchain-Based Spectrum Trading Solution	18
Resource Allocation in Cognitive Radio-Enabled UAV Communication	17
Intelligent Service Migration Based on Hidden State Inference for Mobile Edge Computing	17
Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things With RF Energy Harvesting	17
Crowdsourced Wireless Spectrum Anomaly Detection	17
Data-Aware Device Scheduling for Federated Edge Learning	17
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control	17
Toward Joint Learning of Optimal MAC Signaling and Wireless Channel Access	17
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	17
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty	17
Radio Resource Management Approaches for Reliable Device-to-Device (D2D) Communication in Wireless Industrial Applications	16
RIS Configuration, Beamformer Design, and Power Control in Single-Cell and Multi-Cell Wireless Networks	16
Average Peak Age of Information Analysis for Wireless Powered Cooperative Networks	16
Regional Super Cluster Based Optimum Channel Selection for CR-VANET	16
Intelligent Reflecting Surfaces and Spectrum Sensing for Cognitive Radio Networks	16
An Adaptive Network Data Collection System in SDN	16
UAV-Aided Aerial Reconfigurable Intelligent Surface Communications With Massive MIMO System	16
On Joint Offloading and Resource Allocation: A Double Deep Q-Network Approach	16
Physical-Layer Security on Maximal Ratio Combining for SIMO Cognitive Radio Networks Over Cascaded κ-μ Fading Channels	16
Learning-Based Handover in Mobile Millimeter-Wave Networks	15
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	15
Exploiting Error-Correction-CRC for Polar SCL Decoding: A Deep Learning-Based Approach	15
Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning	15
Series-Constellation Feature Based Blind Modulation Recognition for Beyond 5G MIMO-OFDM Systems With Channel Fading	15
Transfer Learning for Tilt-Dependent Radio Map Prediction	15
Channel Estimation Enhancement With Generative Adversarial Networks	14
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network	14
Airport Connectivity Optimization for 5G Ultra-Dense Networks	14
Radio Environment Map Construction Based on Spatial Statistics and Bayesian Hierarchical Model	14
A Fair and Cooperative MAC Protocol for Heterogeneous Cognitive Radio Enabled Vehicular Ad-Hoc Networks	14
Outage Analysis of Cognitive Electric Vehicular Networks Over Mixed RF/VLC Channels	14
WiST ID—Deep Learning-Based Large Scale Wireless Standard Technology Identification	14
SDATP: An SDN-Based Traffic-Adaptive and Service-Oriented Transmission Protocol	14
Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks	13
Load Balancing for Distributed Intelligent Edge Computing: A State-Based Game Approach	13
Improving Energy Efficiency and QoS of LPWANs for IoT Using Q-Learning Based Data Routing	13
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks	13
Cooperative Edge Computing of Data Analytics for the Internet of Things	13
A Hybrid Architecture for Federated and Centralized Learning	13

Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach

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