DocumentCode
1778128
Title
Evolutionary algorithms based analog filter approximation and implementation
Author
Vural, Revna Acar ; Ayten, Umut Engin
Author_Institution
Dept. of Electron. & Commun. Eng., Yildiz Tech. Univ., Istanbul, Turkey
fYear
2014
fDate
23-25 June 2014
Firstpage
381
Lastpage
388
Abstract
In this work, the denominator coefficients of a lowpass filter transfer function are optimized with evolutionary algorithms in order to obtain minimum approximation error and to reduce the distortion over the passband and stopband separately. For each design case, three different orders of transfer function are optimized. Simulation results show that evolutionary algorithms used in this work results in a short computation time with less approximation error than the conventional methods. Passive and active circuit realizations of filter transfer functions obtained with the most efficient EA method are also provided in order to show the feasibility of the proposed approach for circuit implementation.
Keywords
approximation theory; evolutionary computation; low-pass filters; transfer functions; active circuit; analog filter approximation; approximation error; denominator coefficients; evolutionary algorithms; low-pass filter transfer function; passive circuit; analog filter approximation; coefficient optimization; evolutionary algorithms; filter implementation;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on
Conference_Location
Alberobello
Print_ISBN
978-1-4799-3019-7
Type
conf
DOI
10.1109/INISTA.2014.6873648
Filename
6873648
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