Consideration-Coupled Array Beamforming Method Based on Modified PSO

In this paper, the particle swarm optimization(PSO) combined with the active element pattern(AEP) array synthesis method is applied to the multi-objective constrained optimization problem of beamforming of antenna arrays for the first time. A modified PSO algorithm is proposed, which fully considers the mutual coupling effect of antenna arrays and can obtain a more accurate beam assignment effect compared with the standard PSO algorithm based FFT. An eight-element linear array model is presented as a real-life example to achieve a low side-lobe level (SLL), flexible pointing and more accurate beamforming, demonstrating the excellent performance of the proposed algorithm.

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Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1109/apcap62011.2024.10881905
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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Consideration-Coupled Array Beamforming Method Based on Modified PSO

Kaixue Ma, Dongming Lin, Xiaotian Ma, Yuefeng Hou et al.
Antenna Design and Optimization
article

Consideration-Coupled Array Beamforming Method Based on Modified PSO

Kaixue Ma, Dongming Lin, Xiaotian Ma, Yuefeng Hou, Zhenshuai Fu, Xueqin Mi
article en

Abstract

In this paper, the particle swarm optimization(PSO) combined with the active element pattern(AEP) array synthesis method is applied to the multi-objective constrained optimization problem of beamforming of antenna arrays for the first time. A modified PSO algorithm is proposed, which fully considers the mutual coupling effect of antenna arrays and can obtain a more accurate beam assignment effect compared with the standard PSO algorithm based FFT. An eight-element linear array model is presented as a real-life example to achieve a low side-lobe level (SLL), flexible pointing and more accurate beamforming, demonstrating the excellent performance of the proposed algorithm.

Tianjin University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 54%
Antenna Design and Optimization
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