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
Automatic modulation classification for interrupted sampling proximity detector signals using time–frequency reconstruction network and polynomial chirplet transform

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LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy

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TLTrust: A Flexible Trust Model Based on Transfer Learning for Underwater Wireless Sensor Networks

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Performance evaluation of deep learning algorithms for channel estimation in OFDM-IM

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Distinguishing Signal from Noise in 5G MIMO Systems Using Generative Adversarial Networks

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Research on adversarial sample attack defense method of automatic modulation recognition system based on deep learning

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Novel Wavelet Convolutional Neural Networks for Signal Detection in OFDM-IM Systems

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A Self-Supervised Contrastive Framework for Specific Emitter Identification with Limited Labeled Data

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Research on the transferability of adversarial example attacks in automatic modulation recognition systems based on deep learning

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A Novel Approach for Multicarrier Modulation Signals Using GTCC Spectrogram and Improved Transfer Learning Models

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

article Full Text OpenAlex 716 FWCI70.252

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

article Full Text OpenAlex 363 FWCI37.623

Semantic Communication Systems for Speech Transmission

article Full Text OpenAlex 351 FWCI35.07

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

article Full Text OpenAlex 304 FWCI31.852

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

article Full Text OpenAlex 296 FWCI36.078

Semantic Communications: Principles and Challenges

preprint Full Text OpenAlex 259 FWCI0

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

article Full Text OpenAlex 234 FWCI21.59

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

article Full Text OpenAlex 219 FWCI26.617

Task-Oriented Multi-User Semantic Communications

article Full Text OpenAlex 191 FWCI21.89

MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification

article Full Text OpenAlex 184 FWCI14.428