Araştırma Makalesi

Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm

Cilt: 15 Sayı: 3 30 Aralık 2022
PDF İndir
EN

Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm

Öz

In this study, digital low-pass FIR filter is designed using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm (HPSGWO). The purpose of digital FIR filter design with HPSGWO is to optimized filter coefficients that are closest to the characteristics of the ideal filter. The obtained results are compared with PSO, and GWO which were previously used for FIR filters design in the literature. According to the obtained results, HPSGWO has better filter response and less stop band ripple than other methods.

Anahtar Kelimeler

Kaynakça

  1. Adamu, Z. M., Dada, E. G., Joseph, S. B 2021. “Moth Flame Optimization Algorithm for Optimal FIR Filter Design”, International Journal of Intelligent Systems & Applications, 13(5).
  2. Dwivedi, A. K., Ghosh, S., Londhe, N. D 2016. “Low power FIR filter design using modified multi-objective artificial bee colony algorithm”, Engineering Applications of Artificial Intelligence, 55, 58-69.
  3. GARIP, Z. B., BOZ, A. F 2018. “The FIR Filter Design based on Genetic Algorithm”, Balkan Journal of Electrical and Computer Engineering, 6, 33-36.
  4. Ji, D 2016. “The application of artificial bee colony (ABC) algorithm in FIR filter design”, In 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) (pp. 663-667). IEEE.
  5. Kumari, N., Jaglan, P 2017.” Design of FIR Low Pass Filter Using Particle Swarm Optimization Algorithm”, International Journal of Advanced Research and Publications,1(3)
  6. Kwan, H. K., Liang, J 2016a. “Minimax design of linear phase FIR filters using cuckoo search algorithm”, in 2016 8th International Conference on Wireless Communications & Signal Processing (WCSP) (pp. 1-4). IEEE.
  7. Praneeth, A., Shah, P.K 2016.” Design of FIR Filter Using Particle Swarm Optimization”, in international conference on Advance in computing, communication and informatics (ICACCI), Jaipur in (pp. 2658-2661).
  8. Saha, S. K., Ghoshal, S. P., Kar, R., Mandal, D 2013a. “Cat swarm optimization algorithm for optimal linear phase FIR filter design”. ISA transactions, 52(6), 781-794.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Aralık 2022

Gönderilme Tarihi

1 Nisan 2022

Kabul Tarihi

7 Mayıs 2022

Yayımlandığı Sayı

Yıl 2022 Cilt: 15 Sayı: 3

Kaynak Göster

APA
Altıntaşı, Ç. (2022). Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm. Erzincan University Journal of Science and Technology, 15(3), 838-844. https://doi.org/10.18185/erzifbed.1097138
AMA
1.Altıntaşı Ç. Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm. Erzincan University Journal of Science and Technology. 2022;15(3):838-844. doi:10.18185/erzifbed.1097138
Chicago
Altıntaşı, Çağrı. 2022. “Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm”. Erzincan University Journal of Science and Technology 15 (3): 838-44. https://doi.org/10.18185/erzifbed.1097138.
EndNote
Altıntaşı Ç (01 Aralık 2022) Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm. Erzincan University Journal of Science and Technology 15 3 838–844.
IEEE
[1]Ç. Altıntaşı, “Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm”, Erzincan University Journal of Science and Technology, c. 15, sy 3, ss. 838–844, Ara. 2022, doi: 10.18185/erzifbed.1097138.
ISNAD
Altıntaşı, Çağrı. “Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm”. Erzincan University Journal of Science and Technology 15/3 (01 Aralık 2022): 838-844. https://doi.org/10.18185/erzifbed.1097138.
JAMA
1.Altıntaşı Ç. Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm. Erzincan University Journal of Science and Technology. 2022;15:838–844.
MLA
Altıntaşı, Çağrı. “Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm”. Erzincan University Journal of Science and Technology, c. 15, sy 3, Aralık 2022, ss. 838-44, doi:10.18185/erzifbed.1097138.
Vancouver
1.Çağrı Altıntaşı. Design of Digital Low Pass FIR Filter Using Hybrid Particle Swarm – Grey Wolf Optimization Algorithm. Erzincan University Journal of Science and Technology. 01 Aralık 2022;15(3):838-44. doi:10.18185/erzifbed.1097138