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
Backdoor Attacks on Neural Networks Via One-Bit Flip

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Analysis of Convolutional Networks in the Classification of Radio-Frequency Images

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Analysis of Deformable Convolutional Networks in the Classification of Radio-Frequency Images

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DSFB-RF Structural Semiotics Engine for RF Signal Monitoring - A Deterministic, Non-Intrusive Observer Layer for Typed Structural Interpretation of IQ Residual Streams in Electronic Warfare, Spectrum Monitoring, and Cognitive Radio

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Decentralized Detection with Many Sensors: Optimality of Exchangeable and Identical Encoding Policies

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SNR-aware semantic image transmission with deep learning-based channel estimation in fading channels

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A Novel Starfish Optimization Algorithm for Secure STAR-RIS Communications

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Masked Self-distilled Transducer-based Keyword Spotting with Semi-autoregressive Decoding

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Technical Report: Autonomous Traversal Synchrony Algorithm (STA) — Section: Information Efficiency — Phase Closure

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Predicting Future CSI Feedback for Highly-Mobile Massive MIMO Systems

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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 590 FWCI76.9339

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

article Full Text OpenAlex 541 FWCI68.8538

Task-Oriented Multi-User Semantic Communications

article Full Text OpenAlex 390 FWCI37.4942

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

article Full Text OpenAlex 352 FWCI30.1998

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

article Full Text OpenAlex 326 FWCI27.3383

Radio Machine Learning Dataset Generation with GNU Radio

article Full Text OpenAlex 321 FWCI0

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

article Full Text OpenAlex 316 FWCI40.9471

Covert Communications: A Comprehensive Survey

article Full Text OpenAlex 285 FWCI35.9245

Resource Allocation for Text Semantic Communications

article Full Text OpenAlex 268 FWCI34.8213

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

article Full Text OpenAlex 241 FWCI31.7893