Performance Evaluation of ANN Models for the Analysis of Microstrip Band Pass Filters

Author

Kushwah, Vivek Singh ; Tomar, Geetam S. ; Sharma, Fanindra Mohan

Author_Institution

Amity Sch. of Eng. & Technol., New Delhi, India

fYear

2010

fDate

26-28 Nov. 2010

Firstpage

36

Lastpage

40

Abstract

This paper presents the design and analysis of Micro strip Band pass Filter at 8 GHz. An artificial neural network model to determine the Magnitude and Phase variations of scattering parameters (S-parameters) of these filters is also proposed for various frequencies. Performance of the proposed model is evaluated in terms of average and maximum estimated errors. Comparison of the EM simulated Results with neural models is also presented.

Keywords

band-pass filters; electronic engineering computing; microstrip filters; microwave filters; neural nets; performance evaluation; EM simulated results; S-parameters; artificial neural network models; frequency 8 GHz; magnitude variations; microstrip bandpass filters; performance evaluation; phase variations; scattering parameters; ANN models; IE3D EM Simulation; Microstrip Band Pass Filters; S-parameters; Training Algorithms;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Communication Networks (CICN), 2010 International Conference on

Conference_Location

Bhopal

Print_ISBN

978-1-4244-8653-3

Electronic_ISBN

978-0-7695-4254-6

Type

conf

DOI

10.1109/CICN.2010.18

Filename

5701933