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Air–ground integrated artificial intelligence of things with cognition-enhanced interference management

Ren, Chao ; Song, Jiayin ; Qiu, Mengxuan ; Li, Yingqi ; Wang, Xianmei

EURASIP journal on advances in signal processing, 2024-12, Vol.2024 (1), p.12-14, Article 12 [Revista revisada por pares]

Cham: Springer International Publishing

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Título:
Air–ground integrated artificial intelligence of things with cognition-enhanced interference management
Autor: Ren, Chao ; Song, Jiayin ; Qiu, Mengxuan ; Li, Yingqi ; Wang, Xianmei
Materias: AIoT ; Artificial intelligence ; Cognition ; Cognition & reasoning ; Decision making ; Drone aircraft ; Engineering ; Intelligent signal processing ; Interference ; Quantum Information Technology ; Signal processing ; Signal,Image and Speech Processing ; Space integrated network ; Spintronics ; Unmanned aerial vehicles ; Unmanned aircraft
Es parte de: EURASIP journal on advances in signal processing, 2024-12, Vol.2024 (1), p.12-14, Article 12
Descripción: Integrated air–ground network enhances AIoT performance by improving spectral efficiency, achieving high-speed, stable network connectivity, and enabling sensing, learning, and decision-making. However, unmanned aerial vehicles (UAVs) can lead to local spectrum congestion and competition. To address this issue, intelligent signal processing techniques are employed to enhance AIoT system performance and stability through intelligent multi-channel sensing and communication. A novel communication framework inspired by brain cognition for UAV communication in heterogeneous environments is introduced. This framework iteratively determines the importance of signals, effectively eliminating unimportant signals with interference characteristics, and reducing their transmission power. Simulation results demonstrate the superiority of this method in terms of communication performance.
Editor: Cham: Springer International Publishing
Idioma: Inglés

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Air–ground integrated artificial intelligence of things with cognition-enhanced interference management

Ren, Chao ; Song, Jiayin ; Qiu, Mengxuan ; Li, Yingqi ; Wang, Xianmei

Cham: Springer International Publishing

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