WANG Xia, FANG Ruijie, MA Ping, et al. Summary of application of AI technology in antenna design[J]. 2020, (1): 1-5+12. DOI: 10.13873/J.1000-9787(2020)01-0001-05.
人工智能技术在天线设计中的应用综述
摘要
精确计算各个尺寸参数数值是天线设计过程中的一个关键问题
需要丰富的理论和经验来确定等效场路模型
研究采用人工智能(AI)技术进行天线参数的有效设计
避免复杂的电磁计算过程
获得天线电磁特性与物理尺寸之间的非线性映射关系
是天线智能化设计的一个发展动向。通过总结近年来人工神经网络(ANN)模型应用于天线设计的技术方案
分析了人工智能化天线结构设计的基本方法
阐述了人工智能化天线参数预测研究中存在的问题
讨论了未来人工智能化天线设计的研究方向。
Abstract
Accurate parameter values calculating is a key issue in the antenna design process. It requires prolific theory and experience to determine the equivalent circuit model. It is a trend to design antenna using artificial intelligence( AI) technology
avoiding complex electromagnetic calculation processes and obtaining the nonlinear mapping relationship between the electromagnetic characteristics and physical dimensions of the antenna. By summarizing the technical solutions of artificial neural network( ANN) model applied to antenna design in recent years
the basic method of antenna structural artificial intelligence design are analyzed
the problems in antenna parameter artificial intelligence prediction are expounded
and the research direction of artificial intelligence antenna design is elaborated.