Data Mining Techniques in Artificial Neural Network for UWB Antenna Design

Data Mining Techniques in Artificial Neural Network for UWB Antenna Design

With data mining techniques for the preprocessing of training patterns, an artificial neural network (ANN) model is proposed for parametric modeling of electromagnetic behavior of ultrawide band (UWB) antennas in this paper. In this ANN method, two data mining techniques, including correlation analy...

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Bibliographic Details
Main Authors: Li-Ye Xiao, Wei Shao, Zhi-Xin Yao, Shanshan Gao
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2018-04-01
Series:Radioengineering
Subjects:
Artificial neural network (ANN)
data mining
pole-residue-based transfer function (TF)
support vector machine (SVM)
ultrawide band (UWB) antenna
Online Access:https://www.radioeng.cz/fulltexts/2018/18_01_0070_0078.pdf

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