.png){kind=icon}
返回
Pattern Synthesis of Linear Antenna Array Using Improved Differential Evolution Algorithm with SPS Framework
.png){kind=icon}
OA
AI
DOI：10.3390/s20185158.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
In this paper, an improved differential evolution (DE) algorithm with the successful-parent-selecting (SPS) framework, named SPS-JADE, is applied to the pattern synthesis of linear antenna arrays. Here, the pattern synthesis of the linear antenna arrays is viewed as an optimization problem with excitation amplitudes being the optimization variables and attaining sidelobe suppression and null depth being the optimization objectives. For this optimization problem, an improved DE algorithm named JADE is introduced, and the SPS framework is used to solve the stagnation problem of the DE algorithm, which further improves the DE algorithm's performance. Finally, the combined SPS-JADE algorithm is verified in simulation experiments of the pattern synthesis of an antenna array, and the results are compared with those obtained by other state-of-the-art random optimization algorithms. The results demonstrate that the proposed SPS-JADE algorithm is superior to other algorithms in the pattern synthesis performance with a lower sidelobe level and a more satisfactory null depth under the constraint of beamwidth requirement.
Keyword:
random optimization algorithm
differential evolution algorithm
SPS framework
SPS-JADE algorithm
antenna array
sidelobe suppression
null depth
pattern synthesis
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3.5
论文数:
7.2W
被引数:
20.9W
机构
引用论文
.png){kind=icon}
分享收藏Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization求解全局数值优化问题的策略自适应差分进化算法
OAAI
OAAI分享收藏Variation of series resistance with temperature and illumination level in diffused junction poly- and single-crystalline silicon solar cells扩散结多晶硅和单晶硅太阳能电池中串联电阻随温度和照度的变化
PREAI
分享收藏Optimal synthesis of linear antenna arrays using a harmony search algorithm使用和声搜索算法对线性天线阵列进行最佳综合
PREAI
分享收藏分享收藏Differential Evolution with Composite Trial Vector Generation Strategies and Control Parameters具有复合试验向量生成策略和控制参数的差分进化
PREAI
分享收藏
查看更多内容