Skip to main content
Erschienen in: Soft Computing 12/2022

23.04.2022 | Optimization

Design of linear array for shaped beams using enhanced flower pollination optimization algorithm

verfasst von: Nagavalli Vegesna, G. Yamuna, Sudheer Kumar Terlapu

Erschienen in: Soft Computing | Ausgabe 12/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A technique to perform the synthesis of sum patterns which can achieve beam shaping using individual heights of side lobes is presented. The side lobes can be adjusted to any arbitrary specification, and flat-top far-field radiation patterns are generated using enhanced flower pollination algorithm (EFPA) which is discussed in this paper. The problem of designing an array can be expressed as an optimization problem that aims to reduce the first two side lobes to − 50 dB and by reducing the remaining side lobes to − 40 dB in case 1. The EFPA is applied to determine the excitation coefficients of their amplitudes so as to obtain the required pattern. The objective for case 2 is to obtain the flat-top sector beam for specified angular regions. Complex excitation coefficients are determined using EFPA for various beam widths. The radiation patterns are generated numerically using the obtained excitation coefficients. The results reveal that not only the ripples are controlled in the trade-in region, but the side lobe levels are also maintained in the acceptable limits. The results presented are very much useful for marine radar applications.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Akdagli, A., Guney, K., &Babayigit, B. İ. L. A. L. (2007). Clonal selection algorithm for design of reconfigurable antenna array with discrete phase shifters. J Electromagn Appl, 215–227. Akdagli, A., Guney, K., &Babayigit, B. İ. L. A. L. (2007). Clonal selection algorithm for design of reconfigurable antenna array with discrete phase shifters. J Electromagn Appl, 215–227.
Zurück zum Zitat Almagboul, M. A., Shu, F., Qian, Y., Zhou, X., Wang, J., & Hu, J. (2019). Atom search optimization algorithm based hybrid antenna array receive beamforming to control sidelobe level and steering the null. AEU-International Journal of Electronics and Communications, 111, 152854. Almagboul, M. A., Shu, F., Qian, Y., Zhou, X., Wang, J., & Hu, J. (2019). Atom search optimization algorithm based hybrid antenna array receive beamforming to control sidelobe level and steering the null. AEU-International Journal of Electronics and Communications, 111, 152854.
Zurück zum Zitat Amaireh AA, Al-Zoubi AS, Dib NI (2019) Sidelobe-level suppression for circular antenna array via new hybrid optimization algorithm based on antlion and grasshopper optimization algorithms. Progress Electromagn Res 93:49–63CrossRef Amaireh AA, Al-Zoubi AS, Dib NI (2019) Sidelobe-level suppression for circular antenna array via new hybrid optimization algorithm based on antlion and grasshopper optimization algorithms. Progress Electromagn Res 93:49–63CrossRef
Zurück zum Zitat Balanis, C. A. (2015). Antenna theory: analysis and design. John wiley & sons. Balanis, C. A. (2015). Antenna theory: analysis and design. John wiley & sons.
Zurück zum Zitat Dai S, Li M, Abbasi QH, Imran MA (2020) A Zero Placement Algorithm for Synthesis of Flat Top Beam Pattern with Low Sidelobe Level. IEEE Access 8:225935–225944CrossRef Dai S, Li M, Abbasi QH, Imran MA (2020) A Zero Placement Algorithm for Synthesis of Flat Top Beam Pattern with Low Sidelobe Level. IEEE Access 8:225935–225944CrossRef
Zurück zum Zitat Das A, Mandal D, Ghoshal SP, Kar R (2019) An optimal mutually coupled concentric circular antenna array synthesis using ant lion optimization. Annals Telecommun 74:687–696CrossRef Das A, Mandal D, Ghoshal SP, Kar R (2019) An optimal mutually coupled concentric circular antenna array synthesis using ant lion optimization. Annals Telecommun 74:687–696CrossRef
Zurück zum Zitat Grewal, N. S., Rattan, M., & Patterh, M. S. (2012). A linear antenna array failure correction using firefly algorithm. Progress Electromagn Res, 241–254. Grewal, N. S., Rattan, M., & Patterh, M. S. (2012). A linear antenna array failure correction using firefly algorithm. Progress Electromagn Res, 241–254.
Zurück zum Zitat Guney, K., Babayigit, B. İ. L. A. L., &Akdagli, A. (2007). Position only pattern nulling of linear antenna array by using a clonal selection algorithm (CLONALG). Electr Eng, 147–153. Guney, K., Babayigit, B. İ. L. A. L., &Akdagli, A. (2007). Position only pattern nulling of linear antenna array by using a clonal selection algorithm (CLONALG). Electr Eng, 147–153.
Zurück zum Zitat Khodier M (2013) Optimization of antenna arrays using the cuckoo search algorithm. IET Microwaves, Antennas Propag 7(6):458–464CrossRef Khodier M (2013) Optimization of antenna arrays using the cuckoo search algorithm. IET Microwaves, Antennas Propag 7(6):458–464CrossRef
Zurück zum Zitat Liang S, Feng T, Sun G (2017) Sidelobe-level suppression for linear and circular antenna arrays via the cuckoo search–chicken swarm optimization algorithm. IET Microwaves, Antennas Propag 11(2):209–218CrossRef Liang S, Feng T, Sun G (2017) Sidelobe-level suppression for linear and circular antenna arrays via the cuckoo search–chicken swarm optimization algorithm. IET Microwaves, Antennas Propag 11(2):209–218CrossRef
Zurück zum Zitat Merad, L.; Bendimerad, F.; Meriah, S. (2008): Design of linear antenna arrays for side lobe reduction using the tabu search method. Int. Arab J Inf Technol, 219–222. Merad, L.; Bendimerad, F.; Meriah, S. (2008): Design of linear antenna arrays for side lobe reduction using the tabu search method. Int. Arab J Inf Technol, 219–222.
Zurück zum Zitat Mirjalili, S., & Lewis, A. (2016). The whale optimization algorithm. Adv Eng Softw, 51–67. Mirjalili, S., & Lewis, A. (2016). The whale optimization algorithm. Adv Eng Softw, 51–67.
Zurück zum Zitat Rahman, S. U., CAO, Q., Ahmed, M. M., & Khalil, H. (2017). Analysis of linear antenna array for minimum side lobe level, half power beamwidth, and nulls control using PSO. J Microwaves, Optoelectron Electromagn Appl, 577–591. Rahman, S. U., CAO, Q., Ahmed, M. M., & Khalil, H. (2017). Analysis of linear antenna array for minimum side lobe level, half power beamwidth, and nulls control using PSO. J Microwaves, Optoelectron Electromagn Appl, 577–591.
Zurück zum Zitat Ram, G., Mandal, D., Kar, R., &Ghoshal, S. P. (2015). Cat swarm optimization as applied to time-modulated concentric circular antenna array: Analysis and comparison with other stochastic optimization methods. IEEE Trans Antennas Propagat, 4180–4183. Ram, G., Mandal, D., Kar, R., &Ghoshal, S. P. (2015). Cat swarm optimization as applied to time-modulated concentric circular antenna array: Analysis and comparison with other stochastic optimization methods. IEEE Trans Antennas Propagat, 4180–4183.
Zurück zum Zitat Recioui, A., Traikia, O., & Grainat, Y. (2019). Elliptic and Concentric-Elliptic Antenna Array Design using Grey Wolf Optimization. Algerian J Signals Syst, 32–38. Recioui, A., Traikia, O., & Grainat, Y. (2019). Elliptic and Concentric-Elliptic Antenna Array Design using Grey Wolf Optimization. Algerian J Signals Syst, 32–38.
Zurück zum Zitat Saxena, P., & Kothari, A. (2016). Linear antenna array optimization using flower pollination algorithm. SpringerPlus, 1–15. Saxena, P., & Kothari, A. (2016). Linear antenna array optimization using flower pollination algorithm. SpringerPlus, 1–15.
Zurück zum Zitat Singh U, Salgotra R (2017) Pattern synthesis of linear antenna arrays using enhanced flower pollination algorithm. Int J Antennas Propag 20:2017 Singh U, Salgotra R (2017) Pattern synthesis of linear antenna arrays using enhanced flower pollination algorithm. Int J Antennas Propag 20:2017
Zurück zum Zitat Singh, U., Salgotra, R., & Rattan, M. (2016). A novel binary spider monkey optimization algorithm for thinning of concentric circular antenna arrays. IETE J Res, 736–744. Singh, U., Salgotra, R., & Rattan, M. (2016). A novel binary spider monkey optimization algorithm for thinning of concentric circular antenna arrays. IETE J Res, 736–744.
Zurück zum Zitat Sun, G., Liu, Y., Li, H., Liang, S., Wang, A., & Li, B. (2018). An antenna array sidelobe level reduction approach through invasive weed optimization. Int J Antennas and Propag. Sun, G., Liu, Y., Li, H., Liang, S., Wang, A., & Li, B. (2018). An antenna array sidelobe level reduction approach through invasive weed optimization. Int J Antennas and Propag.
Zurück zum Zitat Van Luyen, T., & Giang, T. V. B. (2017). Interference suppression of ULA antennas by phase-only control using bat algorithm. IEEE Antennas Wirel Propag Lett, 3038–3042. Van Luyen, T., & Giang, T. V. B. (2017). Interference suppression of ULA antennas by phase-only control using bat algorithm. IEEE Antennas Wirel Propag Lett, 3038–3042.
Zurück zum Zitat Yigit, M. E., &Gunel, T. (2018, October). Pattern synthesis of linear antenna array via a new hybrid Taguchi-genetic-particle swarm optimization algorithm. In 2018 18th Mediterranean Microwave Symposium (MMS) (pp. 17–21). IEEE. Yigit, M. E., &Gunel, T. (2018, October). Pattern synthesis of linear antenna array via a new hybrid Taguchi-genetic-particle swarm optimization algorithm. In 2018 18th Mediterranean Microwave Symposium (MMS) (pp. 17–21). IEEE.
Zurück zum Zitat Yoshimoto, E., & Heckler, M. V. (2019). Optimization of planar antenna arrays using the firefly algorithm. J Microwaves Optoelectron Electromagn Appl, 126–140. Yoshimoto, E., & Heckler, M. V. (2019). Optimization of planar antenna arrays using the firefly algorithm. J Microwaves Optoelectron Electromagn Appl, 126–140.
Zurück zum Zitat Zhang, C., Fu, X., Ligthart, L. P., Peng, S., &Xie, M. (2018). Synthesis of broadside linear aperiodic arrays with sidelobe suppression and null steering using whale optimization algorithm. IEEE Antennas Wireless Propag Lett, 347–350. Zhang, C., Fu, X., Ligthart, L. P., Peng, S., &Xie, M. (2018). Synthesis of broadside linear aperiodic arrays with sidelobe suppression and null steering using whale optimization algorithm. IEEE Antennas Wireless Propag Lett, 347–350.
Zurück zum Zitat Zhang, Z., Li, T., Yuan, F., & Yin, L. (2014). Synthesis of linear antenna array using genetic algorithm to control side lobe level. In Computer engineering and networking (pp. 39–46). Springer, Cham. Zhang, Z., Li, T., Yuan, F., & Yin, L. (2014). Synthesis of linear antenna array using genetic algorithm to control side lobe level. In Computer engineering and networking (pp. 39–46). Springer, Cham.
Metadaten
Titel
Design of linear array for shaped beams using enhanced flower pollination optimization algorithm
verfasst von
Nagavalli Vegesna
G. Yamuna
Sudheer Kumar Terlapu
Publikationsdatum
23.04.2022
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 12/2022
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-022-07146-0

Weitere Artikel der Ausgabe 12/2022

Soft Computing 12/2022 Zur Ausgabe

Premium Partner