华南理工大学学报(自然科学版) ›› 2021, Vol. 49 ›› Issue (11): 95-105.doi: 10.12141/j.issn.1000-565X.210022

所属专题: 2021年电子、通信与自动控制

• 电子、通信与自动控制 • 上一篇    下一篇

基于遗传算法的5G频率选择表面形状优化方法

晋刚 何志豪 王英俊   

  1. 华南理工大学 机械与汽车工程学院,广东 广州 510640
  • 收稿日期:2021-01-15 修回日期:2021-04-12 出版日期:2021-11-25 发布日期:2021-11-01
  • 通信作者: 王英俊(1984-),男,博士,副教授,主要从事结构优化技术、智能优化算法等研究。 E-mail:wangyj84@scut.edu.cn
  • 作者简介:晋刚(1971-),男,博士,教授,主要从事高分子材料智能制造技术研究。E-mail:pmrdd@scut.edu.cn
  • 基金资助:
    国家自然科学基金资助项目(52075184);广东省自然科学基金资助项目(2019A1515011783);佛山市南海区蓝海人才计划项目(201708300002)

5G Frequency Selection Surface Shape Optimization Method Based on Genetic Algorithm

JIN Gang HE Zhihao WANG Yingjun   

  1. School of Mechanical & Automotive Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2021-01-15 Revised:2021-04-12 Online:2021-11-25 Published:2021-11-01
  • Contact: 王英俊(1984-),男,博士,副教授,主要从事结构优化技术、智能优化算法等研究。 E-mail:wangyj84@scut.edu.cn
  • About author:晋刚(1971-),男,博士,教授,主要从事高分子材料智能制造技术研究。E-mail:pmrdd@scut.edu.cn
  • Supported by:
    Supported by the National Natural Science Foundation of China(52075184) and the Natural Science Foundation of Guangdong Province (2019A1515011783) 

摘要: 5G的发展推动了通讯设备的小型化、集成化,也带来了新的电磁兼容问题,而将频率选择表面(FSS)引入设备可显著减少设备之间的干扰。为克服传统FSS设计方法效率低、质量差和依赖经验等缺陷,提出了一种新型FSS形状优化方法。该方法根据FSS的形状特性,提出了在极坐标系下分区定义形状优化参数的策略,并基于遗传算法实现了FSS优化参数的智能搜索,实现了以工作频率和电磁屏蔽性能为目标的FSS单元形状智能优化。采用实心单元、环形单元和缝隙单元 3种结构类型算例进行验证,结果表明,优化后FSS谐振频率向28GHz移动且电磁屏蔽性能提高,得到的FSS适用于5G环境,且具有良好的稳定性。

关键词: 频率选择表面, 形状优化, 遗传算法, 5G, 电磁屏蔽

Abstract: The development of 5G has promoted the miniaturization and integration of communication equipment,but it also leads to new electromagnetic compatibility problems.Introducing Frequency Selective Surface (FSS) into devices can effectively reduce the interference between devices.In order to overcome the weaknesses of traditional design methods,such as low efficiency,poor quality and dependence on experience,a new FSS shape optimization method was proposed herein.The proposed method presented a strategy to define the shape optimization parameters in the polar coordinate system according to the non-self-intersecting characteristics of FSS.Furthermore,based on the genetic algorithm,the method realized the intelligent search of parameters optimized by FSS and realized the intelligent optimazition of FSS unit shape in terms of the operating frequency and electromagnetic shielding performance.Three numerical examples including solid,ring and slot units have been used to verify the proposed method.The results show that the optimized FSS resonant frequency moves to 28GHz and its electromagnetic shielding performance is improved.The FSS obtained by the proposed method is stable and suitable for 5G environment.

Key words: frequency selective surface, shape optimization, genetic algorithm, 5G, electromagnetic shielding

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