The paper surveys AI-driven collaborative spectrum sensing methods categorized by learning paradigms and positions semantic communication as a joint communication-computation framework for improved efficiency.
Attention enhanced multi-agent reinforcement learning for cooperative spectrum sensing in cognitive radio networks,
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Collaborative Spectrum Sensing in Cognitive and Intelligent Wireless Networks: An Artificial Intelligence Perspective
The paper surveys AI-driven collaborative spectrum sensing methods categorized by learning paradigms and positions semantic communication as a joint communication-computation framework for improved efficiency.