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Author

Qing-Qing Cheng

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Aug 2026

Task-Oriented Semantic Sensing in Low-Altitude Networks with Model-Driven Deep Learning

Integrated sensing and communication (ISAC) is a key enabling technology for low-altitude wireless networks (LAWNs). However, conventional sensing methods usually rely on full environmental reconstruction, which leads to considerable computational and communication overhead. To address this challenge, semantic sensing...

Xiao-Qi Zhang, Zhong-Qin Wang, Yu-Lin Liu et al. · 0 citations

FALCON: A Diffusion Model-Empowered Semantic Communication Framework for Low-Altitude Wireless Networks

The low-altitude wireless network (LAWN), characterized by reconfigurability and multi-functionality, is enabling diverse applications and fostering enhanced collaboration between uncrewed aerial vehicles (UAVs) and terrestrial nodes. Semantic communication, a transformative paradigm in sixth-generation (6G) networks,...

Xu-Peng Niu, Wei-Jie Yuan, Qing-Qing Cheng et al. · 0 citations

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