Phased Array Synthesis Using Modified Particle Swarm Optimization
In this paper, a linear phased array is synthesized to produce a desired far field radiation pattern with a constraint on sidelobe level and beamwidth. The amplitude of the excitation current of each individual array element is optimized to give desired sidelobe level and beamwidth. A modified parti...
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Eastern Macedonia and Thrace Institute of Technology
2011-01-01
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doaj-45c0d810eac04de0b925be846f1a285f2020-11-24T22:12:40ZengEastern Macedonia and Thrace Institute of TechnologyJournal of Engineering Science and Technology Review1791-23771791-23772011-01-01416873Phased Array Synthesis Using Modified Particle Swarm OptimizationM. A. Zaman0 S. A. Mamun1Md. Gaffar2S. M.Choudhury3Md. M. Alam4Md. Abdul Matin5Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka – 1000, Bangladesh.In this paper, a linear phased array is synthesized to produce a desired far field radiation pattern with a constraint on sidelobe level and beamwidth. The amplitude of the excitation current of each individual array element is optimized to give desired sidelobe level and beamwidth. A modified particle swarm optimization (PSO) algorithm with a novel inertial weight variation function and modified stochastic variables is used here. The performance of the modified PSO is compared with standard PSO in terms of amount of iterations required to get desired fitness value and convergence rate. Using optimized excitation amplitudes, the far field radiation pattern of the phased array is analyzed to verify whether the design criterions are satisfied.http://www.jestr.org/downloads/volume4/fulltext122012.pdfAntennaarrayparticleswarmoptimizationphasedarray |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
M. A. Zaman S. A. Mamun Md. Gaffar S. M.Choudhury Md. M. Alam Md. Abdul Matin |
spellingShingle |
M. A. Zaman S. A. Mamun Md. Gaffar S. M.Choudhury Md. M. Alam Md. Abdul Matin Phased Array Synthesis Using Modified Particle Swarm Optimization Journal of Engineering Science and Technology Review Antennaarray particleswarmoptimization phasedarray |
author_facet |
M. A. Zaman S. A. Mamun Md. Gaffar S. M.Choudhury Md. M. Alam Md. Abdul Matin |
author_sort |
M. A. Zaman |
title |
Phased Array Synthesis Using Modified Particle Swarm Optimization |
title_short |
Phased Array Synthesis Using Modified Particle Swarm Optimization |
title_full |
Phased Array Synthesis Using Modified Particle Swarm Optimization |
title_fullStr |
Phased Array Synthesis Using Modified Particle Swarm Optimization |
title_full_unstemmed |
Phased Array Synthesis Using Modified Particle Swarm Optimization |
title_sort |
phased array synthesis using modified particle swarm optimization |
publisher |
Eastern Macedonia and Thrace Institute of Technology |
series |
Journal of Engineering Science and Technology Review |
issn |
1791-2377 1791-2377 |
publishDate |
2011-01-01 |
description |
In this paper, a linear phased array is synthesized to produce a desired far field radiation pattern with a constraint on sidelobe level and beamwidth. The amplitude of the excitation current of each individual array element is optimized to give desired sidelobe level and beamwidth. A modified particle swarm optimization (PSO) algorithm with a novel inertial weight variation function and modified stochastic variables is used here. The performance of the modified PSO is compared with standard PSO in terms of amount of iterations required to get desired fitness value and convergence rate. Using optimized excitation amplitudes, the far field radiation pattern of the phased array is analyzed to verify whether the design criterions are satisfied. |
topic |
Antennaarray particleswarmoptimization phasedarray |
url |
http://www.jestr.org/downloads/volume4/fulltext122012.pdf |
work_keys_str_mv |
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