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Author

Feng Shu

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2026

Multi-Level Spatiotemporal Framework for Automatic Modulation Classification

Automatic modulation classification (AMC) has been a critical task in non-cooperative communication systems, yet the application of deep learning to this domain faces challenges. In this letter, we propose a multi-level spatiotemporal framework for AMC. The model integrates a series of fundamental deep learning compone...

Qinghe Zheng, Liande Hou, Yi-Zhe Zhao et al. · 1 citation
2026

Twin-Timescale 3C Resource Allocation for Semantic-Aware Vehicular Edge Computing Using Multi-Agent Graph Reinforcement Learning

Semantic-aware edge computing has exhibited tremendous potential for reducing communication-computing-caching (3C) resource costs in vehicular networks through task-oriented semantic extraction. However, environmental dynamics and uncertainties across heterogeneous timescales pose critical challenges for 3C resource al...

Yan Lin, Jinjin Shen, Yijin Zhang et al. · 0 citations

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