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Design of Digital Low Pass IIR Filter using Real Coded Genetic Algorithm

by Bhagyashree K. Jagtap, Mahesh S. Chavan
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Communications on Applied Electronics
Foundation of Computer Science (FCS), NY, USA
Volume 4 - Number 8
Year of Publication: 2016
Authors: Bhagyashree K. Jagtap, Mahesh S. Chavan
10.5120/cae2016652038

Bhagyashree K. Jagtap, Mahesh S. Chavan . Design of Digital Low Pass IIR Filter using Real Coded Genetic Algorithm. Communications on Applied Electronics. 4, 8 ( April 2016), 1-4. DOI=10.5120/cae2016652038

@article{ 10.5120/cae2016652038,
author = { Bhagyashree K. Jagtap, Mahesh S. Chavan },
title = { Design of Digital Low Pass IIR Filter using Real Coded Genetic Algorithm },
journal = { Communications on Applied Electronics },
issue_date = { April 2016 },
volume = { 4 },
number = { 8 },
month = { April },
year = { 2016 },
issn = { 2394-4714 },
pages = { 1-4 },
numpages = {9},
url = { https://www.caeaccess.org/archives/volume4/number8/568-2016652038/ },
doi = { 10.5120/cae2016652038 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2023-09-04T19:53:46.767822+05:30
%A Bhagyashree K. Jagtap
%A Mahesh S. Chavan
%T Design of Digital Low Pass IIR Filter using Real Coded Genetic Algorithm
%J Communications on Applied Electronics
%@ 2394-4714
%V 4
%N 8
%P 1-4
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents the design method for Infinite Impulse Response (IIR) digital filter with the use of Real Coded Genetic Algorithm (RGA/RCGA). Generally, nonlinear and multimodal error surface is observed in case of digital IIR filter. Hence, to avoid problems such as local minima, global optimization techniques are required. This paper gives effective method to design digital IIR filters. This paper finds the optimum coefficients of IIR digital filter by using RGA. RGA works on real numbers and is a powerful global optimization algorithm. To obtain minimum transition band, this designing of low pass IIR digital filter is proposed. It is observed that the calculated values are more optimal than those which are obtained by FDA tool available for design of filter in MATLAB. The improved mean-square-error (MSE) is observed in simulation results for example taken.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Infinite Impulse Response (IIR) filter Real Coded Genetic Algorithm (RGA/RCGA) Stability

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