OOIR: Observatory of International Research

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 2021-11-01 to 2025-11-01.)

Article	Citations
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	167
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	129
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	128
IEEE Communications Society Information	118
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	100
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	97
IEEE Communications Society Information	90
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	89
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	89
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	85
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	71
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	71
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	70
Deep Learning-Aided Signal Detection for Two-Stage Index Modulated Universal Filtered Multi-Carrier Systems	70
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	69
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	68
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	67
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	66
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	63
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	62
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	61
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	61
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	59
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	59
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	58

pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	58
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting and Beamforming Optimization	57
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	56
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	56
Active Learning for Network Traffic Classification: A Technical Study	55
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	55
Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	54
IEEE Transactions on Cognitive Communications and Networking Publication Information	52
Spectrum Sensing Based on Graph Fourier Transform Using Laplacian Matrix and Vertex Probability Vector	50
STBC: A Novel Blockchain-Based Spectrum Trading Solution	50
IEEE Communications Society	50
A Heterogeneous-Agent Deep Reinforcement Learning Approach for Dynamic Spectrum Access in Cognitive Wireless Networks	48
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	48
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	47
Learning to Predict: Collaborative Cloud-Edge Multi-Time-Scale Attention Model for Industrial Wireless Channel Prediction	46
Effective Non-Gaussian Noise Removal of 3D Radio Maps through Correntropy-based Nonlocal Tensor Ring Decomposition	46
Dual Intelligence: Leveraging DRL with Smart Satellites to Counter Intelligent Jamming in Satellite Networks	45
A Robust STAR-RIS-Assisted MU-MIMO System for Integrated Sensing and Communications	45
Multi-Stage Semantic Communication for Low-Latency Edge Inference	45
IEEE Communications Society Information	45
Energy-Efficient Beamforming for Near-Field STAR-RIS-Enhanced Low-Altitude ISAC Networks	44
Performance Analysis of a Novel Relay Selection Scheme for Wireless-Powered Cluster-Based Multi-Hop Cognitive Relay Networks	44
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	44
TMLAA for Automatic Harmonic Beam Steering Toward User-Defined Direction Using Black Hole Mechanics Optimization	44
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks	43
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	43
D²-MLoc: Dual-Domain MLP-Mixer Framework for CSI-Fingerprinting Indoor Localization	42
A Unified Tensor-Based Joint AUD and ISAC Parameter Estimation With Large-Scale User Access	42
Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems	42
Diffusion-Based Trajectory Optimization and Resource Allocation for Hybrid Aircraft in Low-Altitude Economy Networks	42
Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks	42
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	42
On the Performance of Rate Splitting Multiple Access for ISAC in Device-to-Multi-Device IoT Communications	42
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	41
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	40
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	40
Joint Broadcast and Unicast Transmission Based on RSMA and Spectrum Sharing for Integrated Satellite–Terrestrial Network	39
Machine Learning-Based Infrastructure Sharing and Shared Operations for Intelligent Reflecting Surface-Aided Communications	39
Multi-modal Sensing-Aided Channel Prediction for 6G mmWave Massive Antenna Systems	39
Joint Hybrid Transceiver and Reflection Matrix Design for RIS-Aided mmWave MIMO Cognitive Radio Systems	38
STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization	38
Hierarchical Channel Estimation for Near-field Spatial Non-stationary Channels: A Pre-selection and Multi-level Dynamic Threshold Strategy	36
Robust Three-Dimensional Near-Field Source Localization Method Based on Deep Feature Fusion Extraction Network	34
Mobile-Edge Computing for Multi-Services Digital Twin-Enabled IoT Heterogeneous Networks	34
Spectrum Sharing and Power Allocation Optimised Multihop Multipath D2D Video Delivery in Beyond 5G Networks	33
SigNet: A Novel Deep Learning Framework for Radio Signal Classification	33
Hybrid Time-Switching and Power-Splitting EH Relaying for RIS-NOMA Downlink	33
Near-Field Integrated Sensing and Communication: Beam Tracking for UAV	32
Cooperative Sensing With Heterogeneous Spectrum Availability in Cognitive Radio	32
An Open-Set Few-Shot Class Incremental Learning Framework for Specific Emitter Identification	32

Dynamic Collaborative Inference for Multi-Type DNN Tasks in Space-Ground Networks: A DRL Approach	31
DC4S: A Dual-Contrast Self-Supervised Learning Framework for Robust and Efficient Spectrum Sensing with Limited Labeled Data	31
Evolving Multi-Branch Attention Convolutional Neural Networks for Online RIS Configuration	31
Table of Contents	31
Multi-Agent Transformer-Based Workload Allocation and Worker Selection in Distributed Coded Machine Learning	31
PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification	30
On the Performance of Channel Occupancy Rate Estimation With Iterative Threshold Setting in Cognitive Radios	30
Multi-Domain Fusion for High-Sensitivity Interference Identification: A Lightweight Model Using Multi-Scale Extraction and Compression	30
Zero-Shot Adaptation for mmWave Beam-Tracking on Overhead Messenger Wires Through Robust Adversarial Reinforcement Learning	29
Detecting Congestion-Related Attacks via Fine-Grained Queue Diagnosis	28
Deterministic Cognition: Cross-Domain Flow Scheduling for Time-Sensitive Networks	28
Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks	28
Secrecy Analysis of Underlay CRN in the Presence of Correlated and Imperfect Channel	28
RIS Assisted Multiple User Interference Mitigation via an Accelerated Coordinate Descent Method	28
RFSensingGPT: A Multi-Modal RAG-Enhanced Framework for Integrated Sensing and Communications Intelligence in 6G Networks	28
Table of Contents	27
SmartCon: Deep Probabilistic Learning-Based Intelligent Link-Configuration in Narrowband-IoT Toward 5G and B5G	27
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning	27
ACSNet: A Deep Neural Network for Compound GNSS Jamming Signal Classification	26
User Service Behavior Prediction via Spatial-Temporal Fusion: A Graph Inference Perspective	26
SpectrumBC: A Blockchain-Aided Cooperative Spectrum Sensing Framework	26
RAPID: Retrieval and Predictability for Improved Stable Diffusion	26
Jamming Effectiveness Evaluation Based on Automatic Modulation Recognition in Cognitive Jamming Systems	26
Generative Adversarial Networks-Based Channel Estimation for Intelligent Reflecting Surface Assisted mmWave MIMO Systems	25
QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method	25
RAN Slicing With Joint Resource Allocation for a Multi-Tenant–Multi-Service System	25
Potential Threat to Cognitive Radio Networks: A Black-Box and Label-Consistent Backdoor Attack Against Modulation Recognition	24
Transmission Design for IRS-Aided MIMO Cognitive Radio Systems With Finite Alphabet Inputs and Imperfect CSI	24
RIS-Assisted Hybrid Symbiotic Radio Network: From Practical End-to-End Model to Multi-Objective Optimization	23
ISAR Sensing Based on MUSIC Algorithm in Integrated Sensing and Communications	23
FAE-MSLKNet: Multi-Scale Large Kernel Network With Fourier Adaptive Enhancement for Automatic Modulation Recognition	23
Latency-Sensitive Covert Federated Learning via UAV	23
Near-Field Integrated Sensing and Communication: SPEB Analysis and Hybrid Beamforming Design	23
DL-Based Anomaly Detection at the Physical-Layer of Cognitive Radio by Deep Support Vector Data Description	23
Asynchronous Decentralized Federated Anomaly Detection for 6G Networks	22
Joint Beamforming Design for Double Active RIS-Assisted Radar-Communication Coexistence Systems	22
Deep Learning-Based Joint Channel Equalization and Symbol Detection for Air-Water Optoacoustic Communications	22
Exclusive-Region-Map-Based Medium Access Control in Mobile Networks With Directional Antennas Through Deep Interference Learning	22
Joint Optimization of Energy Efficiency and Stable Communication Quality for Cargo UAV-Enabled Multi-Package Pickup and Delivery	21
Generative AI for Secure Physical Layer Communications: A Survey	21
Cooperative Beamforming and Flexible Index Modulation for Reconfigurable Intelligent Surface-Aided Symbiotic Radio Systems	21
A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification	21
SOC Algorithm-Based Framework for Spectrum Occupancy Completion	21
Applying RIS in Multi-User SWIPT-WPCN Systems: A Robust and Environmentally-Friendly Design	21
Improving Energy Efficiency and QoS of LPWANs for IoT Using Q-Learning Based Data Routing	21
A novel scheme for dynamic task collaboration among large-scale UAV swarms in the era of low-altitude economy	21
Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM	21
Routing for Space-Air-Ground Integrated Network With GAN-Powered Deep Reinforcement Learning	21
Integrated Sensing, Communication, and Computation in SAGIN: Joint Beamforming and Resource Allocation	21
Short-Packet Transmission in NOMA-ISAC Systems	20
IEEE Communications Society Information	20
A Low Communication Overhead Privacy Preserving Collaboration Localization Method for Asynchronous Networks	20
Deep Learning Based Transceiver Design for Additive Non-Gaussian Impulsive Noise Channels	20
LaMoSC: Large Language Model-Driven Semantic Communication System for Visual Transmission	20
SemiAMR: Semi-Supervised Automatic Modulation Recognition With Corrected Pseudo-Label and Consistency Regularization	20
RF-UI: Continuous User Identification Through Gaits Using RFID	19
Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification	19
A Theory for Semantic Channel Coding With Many-to-one Source	19
Jamming Signal Power Detection Based On Masked Convolutional Encoder-Decoder Network	19
Joint Extraction Ratio, Mode Selection, and Channel Allocation for Semantic-based D2D Communications	19
Shared Spectrum Monitoring Using Deep Learning	19
Device-Level Learning-Based Distributed Power Control for Uplink NOMA in IoT Networks	19
Capacity Analysis of Adaptive IRS-Aided Transmission With Direct Link in Nakagami-m Fading Channels	19
Feature-Imitation Federated Learning: An Efficient Approach for Specific Emitter Identification in Low-Resource Environments	18
Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM Band	18
Joint Optimization of Video-Based AI Inference Tasks in MEC-Assisted Augmented Reality Systems	18
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array	18
Geospatial Cognitive Networking Protocols and Sensing Algorithms for 5G NR Beamforming	18
GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication	17
IEEE Communications Society Information	17
Table of Contents	17
Distributed Multiuser Precoding via Unfolding WMMSE for Multicell MIMO Downlinks	17
Enabling Privacy-preserving and Drop-out Resilient Federated LLM Fine-tuning for the Low-altitude UAV Swarm Networks	17
An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System With M-ary Modulation	17
Table of Contents	17
IEEE Communications Society	17
An Intelligent Strategy Decision Method for Collaborative Jamming Based on Hierarchical Multi-Agent Reinforcement Learning	17
Semi-Supervised MIMO Detection Using Cycle-Consistent Generative Adversarial Network	17
An Optimized Move List for Dynamic Protection Area in CBRS	17
Minimum Multiuser Secrecy Rate Maximization in RIS-aided NOMA Systems with Imperfect Eve CSI	16

A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System	16
Joint Optimization for Mobile Crowdsensing Systems With Reliability Consideration	16
Spec-GNN: Spectrum Enforcement Through Graph Neural Networks in Dynamic Spectrum Access Systems	16
Intelligent Resource Adaptation for Diversified Service Requirements in Industrial IoT	16
A Zero-Shot Federated Unlearning Framework With Stability Verification	16
Communication-Efficient Federated Learning via Dynamic Sparsity: An Adaptive Pruning Ratio Based on Weight Importance	16
Dynamic Energy Efficient Resource Allocation for Massive MIMO Networks Using Randomized Ensembled Double Q-Learning Algorithm	16
An End-to-End Deep Neural Network for Passive Positioning of Emitters and Receivers with Variable Numbers	16
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition	15
Integrated Sensing and Covert Communication Systems in Near-Field Transmission	15
Age of Information Aware Trajectory Planning of UAV	15
Brownian Bridge-Based Diffusion Channel Denoising for ISAC Massive MIMO Systems	15
Cache Enabled UAV HetNets: Access - xHaul Coverage Analysis and Optimal Resource Partitioning	15
Modeling and Classifying Error-Correcting Codes With Soft Decision-Based HMMs for Intelligent Wireless Communication	15
UGV Charging Stations for UAV-Assisted AoI-Aware Data Collection	15
A Multi-Blockchain Scheme for Distributed Spectrum Sharing in CBRS System	15
Multi-User MISO with Stacked Intelligent Metasurfaces: A DRL-Based Sum-Rate Optimization Approach	15
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
Performance of NOMA-Enabled Cooperative FD D2D Communication in Cellular Underlay	14
Quadruple Code Index Modulation	14
Multi-Attribute Auction-Based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-Based DRL Approach	14
GAN-RXA: A Practical Scalable Solution to Receiver-Agnostic Transmitter Fingerprinting	14
Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things With RF Energy Harvesting	14
RadYOLOLet: Radar Detection and Parameter Estimation Using YOLO and WaveLet	14
Mobility in Hierarchical Federated Learning: Resource Allocation and Convergence Analysis	13
Distributed Grade-Clustering Assisted Computing Offloading Optimization for Cooperative Vehicular Edge Networks With Near-Field Communications	13
Deep Learning Based Channel Estimation for Massive MIMO: A Sparsity Adaptive Compressive Sensing Method and FPGA Implementation	13
Physics-Guided Language Model via Low-Rank Adaptation for Path Loss Prediction	13
Scheduling and Securing Asynchronous Federated Learning Through Cooperative Jamming	13
How to Evaluate Semantic Communications for Images With ViTScore Metric?	13
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks	13
Symbiotic Secure and Efficient Hybrid Near/Far-Field Transmission Design for STAR-RIS-Aided RSMA Networks	13
Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach	13
Feature Importance-Aware Task-Oriented Semantic Transmission and Optimization	13
Communication-Efficient Federated Double Distillation in IoV	13
Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems	13
PPO Based Task Offloading With EKF for Position Prediction in RSU-Assisted IoV	13
Physics-embeded Multicarrier Signal Recognition for Ka-band Land Mobile Satellite Communications Systems under Rain Attenuation and Shadowed-Rice Fading	13
Contextual Multi-Armed Bandit-Based Dynamic Cooperative Link Configuration for AUV in UWASNs With Energy Harvesting	13
SWIPT Enabled Cooperative Cognitive Radio Sensor Network With Non-Linear Power Amplifier	13
IEEE Communications Society	13
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management	12
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO	12
On Performance of RIS-NOMA Assisted Heterogeneous ISAC Networks	12
Connectivity of Intelligent Reflecting Surface Assisted Network via Percolation Theory	12
Energy-Efficient Power Allocation in Downlink Multi-Cell Multi-Carrier NOMA: Special Deep Neural Network Framework	12
Context-Based Semantic Communication via Dynamic Programming	12
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications	12
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks	12
Spectrum Prediction for Protocol-Aware RF Jamming	12
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms	12
Full-Duplex Communications for Cellular-Connected UAVs: Dual-Criteria Decoupling, Distributed Beamforming, and Power Control	11
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective	11
Resource Allocation for Heterogeneous Statistical QoS Provisioning Over Internet-of-Vehicles via Hierarchical Deep Reinforcement Learning	11
Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach	11
TrustFed: A Reliable Federated Learning Framework With Malicious-Attack Resistance	11
Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing	11
SCM-GNN: A Graph Neural Network-Based Multi-Antenna Spectrum Sensing in Cognitive Radio	11
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas	11
Secure Federated Learning by Power Control for Internet of Drones	11
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach	11
Outage Analysis in SWIPT Enabled Cooperative AF/DF Relay Assisted Two-Way Spectrum Sharing Communication	11
IEEE Communications Society Information	11
Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks	11
Few-Shot Automatic Modulation Classification via Semi-Supervised Metric Learning and Lightweight Conv-Transformer Model	11
LSTM-based Packet Loss Prediction for Adaptive Polar Coding in QUIC enabled Wireless Networks	11
Generative AI-Driven Incentive Mechanism for Semantic Communications in RSMA Networks	11
IEEE Communications Society Information	11
Coordinates-Based Resource Allocation Through Supervised Machine Learning	10
A Game-Theoretic Framework for Coexistence of WiFi and Cellular Networks in the 6-GHz Unlicensed Spectrum	10
Robust Energy Efficiency Optimization for Double-RIS-Assisted Wireless-Powered Backscatter Communications	10
Joint Two Stage Beamforming and User Scheduling for LEO Satellite Communications via Hierarchical Multi-armed Bandit	10
Conceptual Learning and Causal Reasoning for Semantic Communication	10
Collaborative Optimization of Sensing, Communication and Computation Functionalities in MEC-Assisted ISAC Systems	10
Data-Driven Spectrum Partition for Multiplexing URLLC and eMBB	10
On the Secrecy Analysis of Dual-Hop SWIPT-Based Multi-Source Underlay Cognitive Radio Networks	10
Cross-Band Modulation Design for Hybrid RF-Optical Systems	10
VOMTC: Vision Objects for Millimeter and Terahertz Communications	10
A Scalable Algorithm for User Grouping in LEO-MEO-HEO Hybrid Very High Throughput Satellite Constellations	10
Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks	10
Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications	10
AFD-IL: A Long-Term Incremental Learning Approach with Adaptive Feature Distillation for Specific Emitter Identification	10
Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services	10
IEEE Communications Society	10
True-Asynchronous Transmission Modeling and Software-Defined-Radio Experimental Testbed for Cognitive Radio Ad-Hoc Wireless Networks	10
IEEE Communications Society	10
A Fast Multi-Loss Learning Deep Neural Network for Automatic Modulation Classification	9
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network	9
Dynamic Spectrum Aggregation and Access for Rescue Cognitive Networks Using Multi-Agent Actor-Critic Reinforcement Learning	9
Fine-Grained Open Set Signal Modulation Classification via Self-Supervised Pre-Training	9
Learn to Schedule: Data Freshness-Oriented Intelligent Scheduling in Industrial IoT	9
Semantic Feature Division Multiple Access for Digital Semantic Multiple Access Channels	9
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems	9
Ensemble Wrapper Subsampling for Deep Modulation Classification	9