Design of digital filters with bilinear transform using neural networks Yapay sinir aǧlari kullanilarak bilineer dönüş üm ile sayisal süzgeçlerin tasarimi

YAVUZ O., YILDIRIM T.

2008 IEEE 16th Signal Processing, Communication and Applications Conference, SIU, Aydın, Türkiye, 20 - 22 Nisan 2008 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2008.4632697
  • Basıldığı Şehir: Aydın
  • Basıldığı Ülke: Türkiye
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

In this study, design of digital filters obtained from the analog filter with bilinear transform using neural networks is proposed. For this purpose, generally, function approximation feature of the feedforward neural networks is utilized. Proposed method has been tested using Multilayer Perceptron (MLP), Radial Basis Function Network (RBFN) and General Regression Neural Network (GRNN) and obtained results are given. ©2008 IEEE.