"Soft computing" methods in microwave active device modeling active device modeling

In this work, the signal and noise behaviors of a microwave transistor within its operation domain (CT, $V_{DS}$, $I_{DS}$ , f) are modeled by the Artificial Neural Network (ANN) and Fuzzy Logic System (FLS) without using any information on the microwave circuit theory . A worked example is presente...

Full description

Saved in:
Bibliographic Details
Published in:Elektrik : Turkish journal of electrical engineering & computer sciences 2005, Vol.13 (1), p.137-147
Main Authors: CENGİZ, Yavuz, ÇAĞLAR, Mehmet Fatih, GÜNEŞ, Filiz
Format: Article
Language:English
Subjects:
Artificial neural network
Benzetim
Bulanık mantık
Communication Engineering
Electronic Engineering
Elektronik Mühendisliği
fuzzy logic
Gürültü[sinyal]
İletişim Mühendisliği
microwave transistor
Mikrodalga transistör
noise[signal]
simulation
Yapay sinir ağları
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this work, the signal and noise behaviors of a microwave transistor within its operation domain (CT, $V_{DS}$, $I_{DS}$ , f) are modeled by the Artificial Neural Network (ANN) and Fuzzy Logic System (FLS) without using any information on the microwave circuit theory . A worked example is presented where the same data is employed for both models selected from the manufacturer's data sheets. Performances of the FLS and ANN models are compared and conclusions are drawn.
ISSN:1300-0632