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Yıl 2018, Cilt 6, Sayı , 33 - 36, 01.04.2018
https://doi.org/10.17694/bajece.410234

Öz

Kaynakça

  • [1] S. Winder, Analog and Digital Filter Design, Second Edition ,,-Newnes, USA, 2002.
  • [2] W.-K.Chen (Ed.), The Circuits and Filters Handbook, Second Edition CRC Press, 2003.
  • [3] V.K. Ingle, J.G. Proakis, Digital Signal Processing Using MATLAB ,V.4, PWS Publishing Company, Boston, 1997.
  • [4] L. Thede, Practical Analog and Digital Filter Design, Artech House Publication, 2004.
  • [5] D.E. Goldberg, Genetic Algorithms in Search Optimization and Machine Learning, Addison Wesley, 1989.
  • [6] S. Duman, A. Öztürk, Robust Design of PID Controller for Power System Stabilization by Using Real Coded Genetic Algorithm, International Review of Electrical Engineering (IREE), vol. 5 n. 5, pp. 2159– 2170, 2010.
  • [7] M. Eslami, H. Shareef, A. Mohamed, M. Khajehzadeh, Damping of Power System Oscillations Using Genetic Algorithm and Particle Swarm Optimization, International Review of Electrical Engineering (IREE), vol. 5 n. 6, pp. 2745 – 2753, 2010.
  • [8] M. Rashidi, F. Rashidi, Power System Stabilizer Tuning Using Multi-Objective Genetic Algorithm, International Review of Electrical Engineering (IREE), vol. 6 n. 4, pp. 356 – 363, 2011.
  • [9] A. Dey, A. Saha, S. Saha, S.A. Ghosh, A Method of Genetic Algorithm (GA) for FIR Filter Construction: Design and Development with Newer Approaches in Neural Network Platform, International Journal of Advanced Computer Science and Applications, vol. 1, no. 6, 2010.
  • [10] S. Goyal, J. Raina, Design of Low Power FIR Filter Coefficients Using Genetic Algorithm, vol. 1, no. 2, pp. 1-5, 2010.
  • [11] A. Ahmad, Design of Digital Filters Using Genetic Algorithms, Ph.D. dissertation, University of Victoria, Electrical and Computer Engineering, 2010.
  • [12] D. Suckley, Genetic algorithm in the design of FIR filters, IEE Proceedings-G, vol. 138, no. 2, 1991.
  • [13] The Matworks, MATLAB 2008.
  • [14] J.H. Holland, Adaption in Natural and Artificial Systems, Cambridge, MA, MIT Press, 1975.

The FIR Filter Design based on Genetic Algorithm

Yıl 2018, Cilt 6, Sayı , 33 - 36, 01.04.2018
https://doi.org/10.17694/bajece.410234

Öz

Especially, in the signal and image processing fields of electronics, filters are most often used parts. Also, rapid advances in digital systems have expanded the use of digital filters. Therefore, it is very important to understand and learn the filters and calculation of their coefficients. Thus, in this work, interactive graphical user interface software which can be used for educational purposes and also accessible via the Internet is designed in the MATLAB environment.  In the software, genetic algorithm, which is one of the popular methods in recent years, is used for designing the Finite Impulse Response (FIR) filters. In this program, when the parameters of filter, which will be designed, are entered by the user, the coefficients are obtained from genetic algorithms, and many features of the filter are presented numerically and graphically. Thus, the FIR filter design can easily be carried out for practical or educational purposes using the software. Further, the superiority of the genetic algorithm over the classical design in this field has been shown by comparing the obtained filter coefficients for both methods.

Kaynakça

  • [1] S. Winder, Analog and Digital Filter Design, Second Edition ,,-Newnes, USA, 2002.
  • [2] W.-K.Chen (Ed.), The Circuits and Filters Handbook, Second Edition CRC Press, 2003.
  • [3] V.K. Ingle, J.G. Proakis, Digital Signal Processing Using MATLAB ,V.4, PWS Publishing Company, Boston, 1997.
  • [4] L. Thede, Practical Analog and Digital Filter Design, Artech House Publication, 2004.
  • [5] D.E. Goldberg, Genetic Algorithms in Search Optimization and Machine Learning, Addison Wesley, 1989.
  • [6] S. Duman, A. Öztürk, Robust Design of PID Controller for Power System Stabilization by Using Real Coded Genetic Algorithm, International Review of Electrical Engineering (IREE), vol. 5 n. 5, pp. 2159– 2170, 2010.
  • [7] M. Eslami, H. Shareef, A. Mohamed, M. Khajehzadeh, Damping of Power System Oscillations Using Genetic Algorithm and Particle Swarm Optimization, International Review of Electrical Engineering (IREE), vol. 5 n. 6, pp. 2745 – 2753, 2010.
  • [8] M. Rashidi, F. Rashidi, Power System Stabilizer Tuning Using Multi-Objective Genetic Algorithm, International Review of Electrical Engineering (IREE), vol. 6 n. 4, pp. 356 – 363, 2011.
  • [9] A. Dey, A. Saha, S. Saha, S.A. Ghosh, A Method of Genetic Algorithm (GA) for FIR Filter Construction: Design and Development with Newer Approaches in Neural Network Platform, International Journal of Advanced Computer Science and Applications, vol. 1, no. 6, 2010.
  • [10] S. Goyal, J. Raina, Design of Low Power FIR Filter Coefficients Using Genetic Algorithm, vol. 1, no. 2, pp. 1-5, 2010.
  • [11] A. Ahmad, Design of Digital Filters Using Genetic Algorithms, Ph.D. dissertation, University of Victoria, Electrical and Computer Engineering, 2010.
  • [12] D. Suckley, Genetic algorithm in the design of FIR filters, IEE Proceedings-G, vol. 138, no. 2, 1991.
  • [13] The Matworks, MATLAB 2008.
  • [14] J.H. Holland, Adaption in Natural and Artificial Systems, Cambridge, MA, MIT Press, 1975.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Araştırma Makalesi
Yazarlar

Zeynep B. GARIP (Sorumlu Yazar)


Ali Fuat BOZ
0000-0001-6575-7678

Yayımlanma Tarihi 1 Nisan 2018
Yayınlandığı Sayı Yıl 2018, Cilt 6, Sayı

Kaynak Göster

Bibtex @araştırma makalesi { bajece410234, journal = {Balkan Journal of Electrical and Computer Engineering}, issn = {2147-284X}, address = {}, publisher = {Balkan Yayın}, year = {2018}, volume = {6}, pages = {33 - 36}, doi = {10.17694/bajece.410234}, title = {The FIR Filter Design based on Genetic Algorithm}, key = {cite}, author = {B. Garıp, Zeynep and Boz, Ali Fuat} }
APA B. Garıp, Z. & Boz, A. F. (2018). The FIR Filter Design based on Genetic Algorithm . Balkan Journal of Electrical and Computer Engineering , Volume: 6 Issue: April Special Issue , 33-36 . DOI: 10.17694/bajece.410234
MLA B. Garıp, Z. , Boz, A. F. "The FIR Filter Design based on Genetic Algorithm" . Balkan Journal of Electrical and Computer Engineering 6 (2018 ): 33-36 <https://dergipark.org.tr/tr/pub/bajece/issue/36588/410234>
Chicago B. Garıp, Z. , Boz, A. F. "The FIR Filter Design based on Genetic Algorithm". Balkan Journal of Electrical and Computer Engineering 6 (2018 ): 33-36
RIS TY - JOUR T1 - The FIR Filter Design based on Genetic Algorithm AU - Zeynep B. Garıp , Ali Fuat Boz Y1 - 2018 PY - 2018 N1 - doi: 10.17694/bajece.410234 DO - 10.17694/bajece.410234 T2 - Balkan Journal of Electrical and Computer Engineering JF - Journal JO - JOR SP - 33 EP - 36 VL - 6 IS - SN - 2147-284X- M3 - doi: 10.17694/bajece.410234 UR - https://doi.org/10.17694/bajece.410234 Y2 - 2018 ER -
EndNote %0 Balkan Journal of Electrical and Computer Engineering The FIR Filter Design based on Genetic Algorithm %A Zeynep B. Garıp , Ali Fuat Boz %T The FIR Filter Design based on Genetic Algorithm %D 2018 %J Balkan Journal of Electrical and Computer Engineering %P 2147-284X- %V 6 %N %R doi: 10.17694/bajece.410234 %U 10.17694/bajece.410234
ISNAD B. Garıp, Zeynep , Boz, Ali Fuat . "The FIR Filter Design based on Genetic Algorithm". Balkan Journal of Electrical and Computer Engineering 6 / (Nisan 2018): 33-36 . https://doi.org/10.17694/bajece.410234
AMA B. Garıp Z. , Boz A. F. The FIR Filter Design based on Genetic Algorithm. Balkan Journal of Electrical and Computer Engineering. 2018; 6: 33-36.
Vancouver B. Garıp Z. , Boz A. F. The FIR Filter Design based on Genetic Algorithm. Balkan Journal of Electrical and Computer Engineering. 2018; 6: 33-36.
IEEE Z. B. Garıp ve A. F. Boz , "The FIR Filter Design based on Genetic Algorithm", Balkan Journal of Electrical and Computer Engineering, c. 6, ss. 33-36, Nis. 2018, doi:10.17694/bajece.410234

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