"Soft Computing" Methods in Microwave Active Device Modeling

Yavuz CENGİZ; Filiz GÜNEŞ and Mehmet Fatih ÇAĞLAR; Filiz GÜNEŞ

Makale detayları

"Soft Computing" Methods in Microwave Active Device Modeling

Yazarlar:

Yavuz CENGİZ | Filiz GÜNEŞ and Mehmet Fatih ÇAĞLAR | Filiz GÜNEŞ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 1, pp.137-148

Belge Tipi:

Makale

Yayın Tarihi:

12/2004

Belge Dili:

Türkçe

Document ID (Org No.):

2000744234

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

In this work, the signal and noise behaviors of a microwave  transistor within its operation domain (CT,VDS, IDS, 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.

 

In this work, the signal and noise behaviors of a microwave  transistor within its operation domain (CT,VDS, IDS, 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.

Makale detayları

"Soft Computing" Methods in Microwave Active Device Modeling

Yazarlar: Yavuz CENGİZ | Filiz GÜNEŞ and Mehmet Fatih ÇAĞLAR | Filiz GÜNEŞ

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 1, pp.137-148

Belge Tipi: Makale

Yayın Tarihi: 12/2004

Belge Dili: Türkçe

Document ID (Org No.): 2000744234

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Yavuz CENGİZ | Filiz GÜNEŞ and Mehmet Fatih ÇAĞLAR | Filiz GÜNEŞ

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 1, pp.137-148

Belge Tipi:

Makale

Yayın Tarihi:

12/2004

Belge Dili:

Türkçe

Document ID (Org No.):

2000744234

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632