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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Main Authors: M. A. Zaman, S. A. Mamun, Md. Gaffar, S. M.Choudhury, Md. M. Alam, Md. Abdul Matin
Format: Article
Language:English
Published: Eastern Macedonia and Thrace Institute of Technology 2011-01-01
Series:Journal of Engineering Science and Technology Review
Subjects:
Online Access:http://www.jestr.org/downloads/volume4/fulltext122012.pdf
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spelling 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
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AT smchoudhury phasedarraysynthesisusingmodifiedparticleswarmoptimization
AT mdmalam phasedarraysynthesisusingmodifiedparticleswarmoptimization
AT mdabdulmatin phasedarraysynthesisusingmodifiedparticleswarmoptimization
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