Phase-Only Pattern Synthesis Using Improved Bat Algorithm

Phase-only pattern synthesis is achieved by optimizing the excitation phases of the antenna units to change the shape of the antenna pattern based on the saturation of the excitation amplitudes, which has high practical value in engineering applications. This article proposes an optimization method for phase-only symmetric pattern synthesis of phased array. Firstly, an initial phase distribution is created by a parabolic function, which has the characteristic of approximating a flat-top pattern. Then, the Chebyshev polynomials are u sed to reduce the number of variables and to accelerate the optimization process. To solve this nonconvex optimization problem, the bat algorithm incorporating velocity updating weight and chaotic mapping is used. The performance of the proposed method is verified through simulation experiments.

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Published
2024-09-21
DOI
https://doi.org/10.1109/icicsp62589.2024.10809288
Primary Topic
Photonic and Optical Devices
Type
article
Field-Weighted Citation Impact
0.00

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article

Phase-Only Pattern Synthesis Using Improved Bat Algorithm

Ran Yang, Rui Guo, Yue Zhang
Photonic and Optical Devices
article

Phase-Only Pattern Synthesis Using Improved Bat Algorithm

Ran Yang, Rui Guo, Yue Zhang
article en

Abstract

Phase-only pattern synthesis is achieved by optimizing the excitation phases of the antenna units to change the shape of the antenna pattern based on the saturation of the excitation amplitudes, which has high practical value in engineering applications. This article proposes an optimization method for phase-only symmetric pattern synthesis of phased array. Firstly, an initial phase distribution is created by a parabolic function, which has the characteristic of approximating a flat-top pattern. Then, the Chebyshev polynomials are u sed to reduce the number of variables and to accelerate the optimization process. To solve this nonconvex optimization problem, the bat algorithm incorporating velocity updating weight and chaotic mapping is used. The performance of the proposed method is verified through simulation experiments.

Sun Yat-sen University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 77%
Photonic and Optical Devices
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Phase-Only Pattern Synthesis Using Improved Bat Algorithm — Ran Yang, Rui Guo, et al. · (2024) | TGRS Research Map | TGRS