Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization
A simulation-based optimization approach to design of phase excitation tapers for linear phased antenna arrays is presented. The design optimization process is accelerated by means of Surrogate-Based Optimization (SBO); it uses a coarse-mesh surrogate of the array element for adjusting the array’s a...
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Polish Academy of Sciences
2016-06-01
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doaj-b055f2333c1d48d1b34655e1f18f368a2020-11-25T03:11:14ZengPolish Academy of SciencesMetrology and Measurement Systems2300-19412016-06-0123219320310.1515/mms-2016-0022mms-2016-0022Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based OptimizationKozieł Sławomir0Ogurtsov Stanislav1Bekasiewicz Adrian2Reykjavik University, Engineering Optimization Reykjavik University, Engineering Optimization Reykjavik University, Engineering Optimization A simulation-based optimization approach to design of phase excitation tapers for linear phased antenna arrays is presented. The design optimization process is accelerated by means of Surrogate-Based Optimization (SBO); it uses a coarse-mesh surrogate of the array element for adjusting the array’s active reflection coefficient responses and a fast surrogate of the antenna array radiation pattern. The primary optimization objective is to minimize side-lobes in the principal plane of the radiation pattern while scanning the main beam. The optimization outcome is a set of element phase excitation tapers versus the scan angle. The design objectives are evaluated at the high fidelity level of description using simulations of the discrete electromagnetic model of the entire array so that the effects of element coupling and other possible interaction within the array structure are accounted for. At the same time, the optimization process is fast due to SBO. Performance and numerical cost of the approach are demonstrated by optimizing a 16-element linear array of microstrip antennas. Experimental verification has been carried out for a manufactured prototype of the optimized array. It demonstrates good agreement between the radiation patterns obtained from simulations and from physical measurements (the latter constructed through superposition of the measured element patterns).http://www.degruyter.com/view/j/mms.2016.23.issue-2/mms-2016-0022/mms-2016-0022.xml?format=INTlinear antenna arraymicro-strip antenna arrayphased antenna arrayantenna optimizationantenna array optimizationsimulation-based optimizationsurrogate model |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kozieł Sławomir Ogurtsov Stanislav Bekasiewicz Adrian |
spellingShingle |
Kozieł Sławomir Ogurtsov Stanislav Bekasiewicz Adrian Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization Metrology and Measurement Systems linear antenna array micro-strip antenna array phased antenna array antenna optimization antenna array optimization simulation-based optimization surrogate model |
author_facet |
Kozieł Sławomir Ogurtsov Stanislav Bekasiewicz Adrian |
author_sort |
Kozieł Sławomir |
title |
Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization |
title_short |
Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization |
title_full |
Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization |
title_fullStr |
Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization |
title_full_unstemmed |
Suppressing Side-Lobes of Linear Phased Array of Micro-Strip Antennas with Simulation-Based Optimization |
title_sort |
suppressing side-lobes of linear phased array of micro-strip antennas with simulation-based optimization |
publisher |
Polish Academy of Sciences |
series |
Metrology and Measurement Systems |
issn |
2300-1941 |
publishDate |
2016-06-01 |
description |
A simulation-based optimization approach to design of phase excitation tapers for linear phased antenna arrays is presented. The design optimization process is accelerated by means of Surrogate-Based Optimization (SBO); it uses a coarse-mesh surrogate of the array element for adjusting the array’s active reflection coefficient responses and a fast surrogate of the antenna array radiation pattern. The primary optimization objective is to minimize side-lobes in the principal plane of the radiation pattern while scanning the main beam. The optimization outcome is a set of element phase excitation tapers versus the scan angle. The design objectives are evaluated at the high fidelity level of description using simulations of the discrete electromagnetic model of the entire array so that the effects of element coupling and other possible interaction within the array structure are accounted for. At the same time, the optimization process is fast due to SBO. Performance and numerical cost of the approach are demonstrated by optimizing a 16-element linear array of microstrip antennas. Experimental verification has been carried out for a manufactured prototype of the optimized array. It demonstrates good agreement between the radiation patterns obtained from simulations and from physical measurements (the latter constructed through superposition of the measured element patterns). |
topic |
linear antenna array micro-strip antenna array phased antenna array antenna optimization antenna array optimization simulation-based optimization surrogate model |
url |
http://www.degruyter.com/view/j/mms.2016.23.issue-2/mms-2016-0022/mms-2016-0022.xml?format=INT |
work_keys_str_mv |
AT koziełsławomir suppressingsidelobesoflinearphasedarrayofmicrostripantennaswithsimulationbasedoptimization AT ogurtsovstanislav suppressingsidelobesoflinearphasedarrayofmicrostripantennaswithsimulationbasedoptimization AT bekasiewiczadrian suppressingsidelobesoflinearphasedarrayofmicrostripantennaswithsimulationbasedoptimization |
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1724655302158057472 |