Physics-Informed Neural Networks for Path Loss Estimation by Solving Electromagnetic Integral Equations

Accurately and efficiently modeling wireless channels, especially estimating path loss value, is crucial to wireless system design and performance optimization. This paper proposes a knowledge and data jointly driven path loss estimation method named PEFNet. PEFNet can predict the total electric fie...

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Veröffentlicht in:IEEE transactions on wireless communications 2024-10, Vol.23 (10), p.15380-15393
Hauptverfasser: Jiang, Fenyu, Li, Tong, Lv, Xingzai, Rui, Hua, Jin, Depeng
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Sprache:eng
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