Multi-Tone Harmonic Balance Optimization for High-Power Amplifiers through Coarse and Fine Models Based on X-Parameters

Multi-Tone Harmonic Balance Optimization for High-Power Amplifiers through Coarse and Fine Models Based on X-Parameters

In this study, we focus on automated optimization design methodologies to concurrently trade off between power gain, output power, efficiency, and linearity specifications in radio frequency (RF) high-power amplifiers (HPAs) through deep neural networks (DNNs). The RF HPAs are highly nonlinear circu...

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Bibliographic Details
Main Authors: Lida Kouhalvandi, Osman Ceylan, Serdar Ozoguz, Ladislau Matekovits
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
automated design
coarse and fine modeling
deep neural network (DNN)
harmonic balance (HB)
high-power amplifier (HPA)
multi-objective optimization
Online Access:https://www.mdpi.com/1424-8220/22/11/4305

Internet

https://www.mdpi.com/1424-8220/22/11/4305

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