Optimized Design of Sparse Spherical Conformal Array Based on Optimization Algorithm

This article proposes two optimization schemes for the position of elements in sparse circular spherical array with low sidelobes based on genetic algorithm. The first optimization scheme is to first optimize the radius of each circular ring of the array element distribution, and then optimize the number of array elements on each circular ring based on this. The second optimization scheme is to simultaneously optimize the radius of the circular ring and the number of array elements on it, and its optimization effect is better than the first scheme. In addition, this article also introduces PSO, GWO, BES algorithms, and compares the optimization performance of each algorithm based on the second optimization scheme through iterative curve graphs, mean values, standard deviation, and operation time.

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Published
2024-09-22
DOI
https://doi.org/10.1109/apcap62011.2024.10881376
Primary Topic
Antenna Design and Optimization
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article
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article

Optimized Design of Sparse Spherical Conformal Array Based on Optimization Algorithm

Wenliang Zhu, Kuang Zhang, Shenjie Xu, Guohui Yang et al.
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Antenna Design and Optimization
article

Optimized Design of Sparse Spherical Conformal Array Based on Optimization Algorithm

Wenliang Zhu, Kuang Zhang, Shenjie Xu, Guohui Yang, Yingsong Li
article en

Abstract

This article proposes two optimization schemes for the position of elements in sparse circular spherical array with low sidelobes based on genetic algorithm. The first optimization scheme is to first optimize the radius of each circular ring of the array element distribution, and then optimize the number of array elements on each circular ring based on this. The second optimization scheme is to simultaneously optimize the radius of the circular ring and the number of array elements on it, and its optimization effect is better than the first scheme. In addition, this article also introduces PSO, GWO, BES algorithms, and compares the optimization performance of each algorithm based on the second optimization scheme through iterative curve graphs, mean values, standard deviation, and operation time.

Anhui University (CN), Harbin Institute of Technology (CN)
Openalex Percentile: Top 54%
Antenna Design and Optimization
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Optimized Design of Sparse Spherical Conformal Array Based on Optimization Algorithm — Wenliang Zhu, Kuang Zhang, et al. · (2024) | TGRS Research Map | TGRS