Modeling Radio-Frequency Devices Based on Deep Learning Technique

Modeling Radio-Frequency Devices Based on Deep Learning Technique

An advanced method of modeling radio-frequency (RF) devices based on a deep learning technique is proposed for accurate prediction of S parameters. The S parameters of RF devices calculated by full-wave electromagnetic solvers along with the metallic geometry of the structure, permittivity and thick...

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Bibliographic Details
Main Authors: Zhimin Guan, Peng Zhao, Xianbing Wang, Gaofeng Wang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Electronics
Subjects:
RF device modeling
parameterized geometry
S parameters
uniform/non-uniform sampling
deep learning
deep neural network
Online Access:https://www.mdpi.com/2079-9292/10/14/1710

Internet

https://www.mdpi.com/2079-9292/10/14/1710

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