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
Distributed Foundation Models for Multi-Modal Learning in 6G Wireless Networks

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The Use of Deep Learning Techniques in OFDM Receivers for 5G NR: A Survey

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OFDM-Based Underwater Integrated Sensing and Communication: Receiver Design for Doubly Spread Acoustic Channels

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Deep Learning-Driven Throughput Maximization in Covert Communication for UAV-RIS Cognitive Systems

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Noise-Robust Radio Frequency Fingerprint Identification Using Denoise Diffusion Model

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Enhancing spectrum prediction in cognitive radio networks using an optimized generative adversarial network

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Revolution of Wireless Signal Recognition for 6G: Recent Advances, Challenges and Future Directions

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A comparative study of ultra-massive MIMO intelligent receivers with adversarial robustness and energy efficiency for 6G applications

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MTSNet: Convolution-Based Transformer Network With Multi-Scale Temporal-Spectral Feature Fusion for SSVEP Signal Decoding

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An Underwater Acoustic Communication Signal Modulation-Style Recognition Algorithm Based on Dual-Feature Fusion and ResNet–Transformer Dual-Model Fusion

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近5年高被引文献
Deep Learning Enabled Semantic Communication Systems

article Full Text OpenAlex 1061 FWCI108.93196002

Semantic Communication Systems for Speech Transmission

article Full Text OpenAlex 489 FWCI53.27242454

Semantic Communications: Overview, Open Issues, and Future Research Directions

article Full Text OpenAlex 453 FWCI88.69686559

6G networks. Beyond Shannon towards semantic and goal-oriented communications

article Full Text OpenAlex 427 FWCI51.64390851

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

article Full Text OpenAlex 399 FWCI78.1237293

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

article Full Text OpenAlex 345 FWCI43.88321187

Task-Oriented Multi-User Semantic Communications

article Full Text OpenAlex 319 FWCI39.48958457

Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules

article Full Text OpenAlex 305 FWCI38.42520048

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

article Full Text OpenAlex 283 FWCI30.46402184

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

article Full Text OpenAlex 270 FWCI29.06461448