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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Lian-Lian Song

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Open access Sep 2026

Threshold-constrained GRU-based cognitive spectrum access algorithm for IoT

To address the challenges of poor communication reliability, low efficiency, and high energy consumption encountered by internet of things (IoT) terminals in complex electromagnetic environments and high-concurrency scenarios, this paper proposes a threshold-constrained GRU-based cognitive spectrum access algorithm. Th...

Lian-Lian Song, Chuan-Hong Song, Yi-Cheng Liu · 0 citations

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