Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance

In this study, a novel interval analysis (IA) approach for linear arrays with element pattern tolerance is proposed. This study differentiates itself from the classic interval analysis (CIA) method because it focuses on the effects of the array element (e.g., patch) pattern tolerance on the antenna...

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Main Authors: Peng Li, Chao Wang, Wanye Xu, Liwei Song
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9340341/
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spelling doaj-2da04b586b5b43738a7348586987c9352021-07-21T23:00:09ZengIEEEIEEE Access2169-35362021-01-019210042101510.1109/ACCESS.2021.30552289340341Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern TolerancePeng Li0https://orcid.org/0000-0002-3118-5592Chao Wang1https://orcid.org/0000-0002-5149-0690Wanye Xu2https://orcid.org/0000-0001-7243-6717Liwei Song3https://orcid.org/0000-0002-1107-5310Key Laboratory of Electronic Equipment Structure Design, Ministry of Education, Xidian University, Xi’an, ChinaKey Laboratory of Electronic Equipment Structure Design, Ministry of Education, Xidian University, Xi’an, ChinaKey Laboratory of Electronic Equipment Structure Design, Ministry of Education, Xidian University, Xi’an, ChinaKey Laboratory of Electronic Equipment Structure Design, Ministry of Education, Xidian University, Xi’an, ChinaIn this study, a novel interval analysis (IA) approach for linear arrays with element pattern tolerance is proposed. This study differentiates itself from the classic interval analysis (CIA) method because it focuses on the effects of the array element (e.g., patch) pattern tolerance on the antenna array pattern; the tolerance may be caused by fabrication errors in the element. The closed-form pattern expressions of the element (e.g., patch) and array are deduced by the interval arithmetic method. To mitigate the interval extension (also referred to as the overestimation problem) caused by the dependency problem, Taylor expansion and matrix-based interval analysis (TMIA) methods are proposed and implemented in this study. A set of numerical examples is reported and analyzed to indicate the effectiveness of the proposed TMIA approach with the results of Monte Carlo (MC) and CIA methods, as well as to indicate its potential capabilities and advantages in the actual application of industrial antenna arrays.https://ieeexplore.ieee.org/document/9340341/Antenna arrayelement patterninterval analysis (IA)overestimationpatchtolerance analysis
collection DOAJ
language English
format Article
sources DOAJ
author Peng Li
Chao Wang
Wanye Xu
Liwei Song
spellingShingle Peng Li
Chao Wang
Wanye Xu
Liwei Song
Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
IEEE Access
Antenna array
element pattern
interval analysis (IA)
overestimation
patch
tolerance analysis
author_facet Peng Li
Chao Wang
Wanye Xu
Liwei Song
author_sort Peng Li
title Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
title_short Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
title_full Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
title_fullStr Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
title_full_unstemmed Taylor Expansion and Matrix-Based Interval Analysis of Linear Arrays With Patch Element Pattern Tolerance
title_sort taylor expansion and matrix-based interval analysis of linear arrays with patch element pattern tolerance
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description In this study, a novel interval analysis (IA) approach for linear arrays with element pattern tolerance is proposed. This study differentiates itself from the classic interval analysis (CIA) method because it focuses on the effects of the array element (e.g., patch) pattern tolerance on the antenna array pattern; the tolerance may be caused by fabrication errors in the element. The closed-form pattern expressions of the element (e.g., patch) and array are deduced by the interval arithmetic method. To mitigate the interval extension (also referred to as the overestimation problem) caused by the dependency problem, Taylor expansion and matrix-based interval analysis (TMIA) methods are proposed and implemented in this study. A set of numerical examples is reported and analyzed to indicate the effectiveness of the proposed TMIA approach with the results of Monte Carlo (MC) and CIA methods, as well as to indicate its potential capabilities and advantages in the actual application of industrial antenna arrays.
topic Antenna array
element pattern
interval analysis (IA)
overestimation
patch
tolerance analysis
url https://ieeexplore.ieee.org/document/9340341/
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AT liweisong taylorexpansionandmatrixbasedintervalanalysisoflineararrayswithpatchelementpatterntolerance
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