专题：Wireless Signal Modulation Classification

This cluster of papers focuses on the application of deep learning techniques for wireless signal classification, including modulation classification, channel estimation, RF fingerprinting, and spectrum monitoring in cognitive radios. The papers explore the opportunities and challenges of using deep learning in wireless communications and physical layer signal processing.
最新文献
Generative AI-Driven Semantic Communication Framework for NextG Wireless Network

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A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications, and Challenges

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From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications

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Semi-supervised radar signal sorting with multiview subspace representations and graph learning

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Generative Diffusion Receivers: Achieving Pilot-Efficient MIMO-OFDM Communications

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Optimized Machine Learning Classifiers for Automatic Modulation Recognition of Digital Signals

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FAHFD: Fractional-order adaptive Higuchi fractal dimension for signal recognition

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Leveraging Machine Learning Classifiers in Transfer Learning for Few-Shot Modulation Recognition

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APEG: Adaptive Physical Layer Authentication With Channel Extrapolation and Generative AI

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LASFNet: A Lightweight Attention-Guided Self-Modulation Feature Fusion Network for Multimodal Object Detection

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近5年高被引文献
Semantic Communications: Overview, Open Issues, and Future Research Directions

article Full Text OpenAlex 567 FWCI74.7126

Semantic Communications for Future Internet: Fundamentals, Applications, and Challenges

article Full Text OpenAlex 518 FWCI67.5851

Task-Oriented Multi-User Semantic Communications

article Full Text OpenAlex 376 FWCI36.6964

Toward Multi-Functional 6G Wireless Networks: Integrating Sensing, Communication, and Security

article Full Text OpenAlex 341 FWCI29.9579

In-sensor reservoir computing system for latent fingerprint recognition with deep ultraviolet photo-synapses and memristor array

article Full Text OpenAlex 310 FWCI27.2845

Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa

article Full Text OpenAlex 308 FWCI40.2752

Covert Communications: A Comprehensive Survey

article Full Text OpenAlex 270 FWCI35.9418

Resource Allocation for Text Semantic Communications

article Full Text OpenAlex 261 FWCI33.9305

A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges

article Full Text OpenAlex 234 FWCI31.3098

Seventy Years of Radar and Communications: The road from separation to integration

article Full Text OpenAlex 222 FWCI168.9725