Reliable comparison for power amplifiers nonlinear behavioral modeling based on regression trees and random forest
Author:
Affiliation:
1. Tecnologico Nacional de Mexico IT de Tijuana,Tijuana,Mexico
2. School of Engineering and Sciences Tecnologico de Monterrey,Monterrey,Mexico
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9937201/9937203/09937863.pdf?arnumber=9937863
Reference13 articles.
1. Comparative analysis of power amplifiers' polynomial based models identification using RLS algorithm
2. Low-Complexity Power Amplifier Model Driven Wireless Emitter Identification Using Random Forest
3. Mixture of Experts Approach for Piecewise Modeling and Linearization of RF Power Amplifiers;brihuega;IEEE Transactions on Microwave Theory and Techniques,2021
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Comparative analysis of nonlinear behavioral models for GaN HEMTs based on machine learning techniques;International Journal of Numerical Modelling: Electronic Networks, Devices and Fields;2023-09-29
2. A Comparison of Surrogate Behavioral Models for Power Amplifier Linearization under High Sparse Data;Sensors;2022-10-01
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