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Author

Deyu Lin

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Sep 2026

CNR-SenseNet: Communication-Native Deep Learning for Robust Spectrum Sensing

Spectrum sensing is a fundamental function in cognitive radio networks (CRNs), enabling secondary users to opportunistically access underutilized spectrum without causing harmful interference to primary users. Conventional sensing methods, such as energy detection, rely on handcrafted statistical features and often deg...

Yu-Le Lei, Yu-Fei Zhao, De-Yu Lin et al. · 0 citations
Open access 2026

Multi-UAV Collaborative Energy Charging for Battery-Free SWIPT-Enabled Sensor Networks Based on MADDPG

: The emergence of Unmanned Aerial Vehicle (UAV)-enabled Wireless Energy Transfer (WET) and Simultaneous Wireless Information and Power Transfer (SWIPT) technology provide a promising solution to overcome the energy sustainability limitations of traditional harvesting-reliant sensor networks. However, in large-scale Ba...

Xiangyi Le, Deyu Lin, Yufei Zhao et al. · 0 citations

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